{"id":1883,"date":"2020-06-09T03:55:09","date_gmt":"2020-06-09T07:55:09","guid":{"rendered":"https:\/\/engineering.purdue.edu\/dcsl\/?page_id=1883"},"modified":"2021-07-13T16:34:42","modified_gmt":"2021-07-13T20:34:42","slug":"testbeds","status":"publish","type":"page","link":"https:\/\/engineering.purdue.edu\/dcsl\/testbeds\/","title":{"rendered":"Testbeds"},"content":{"rendered":"\n<html xmlns:v=\"urn:schemas-microsoft-com:vml\"\nxmlns:o=\"urn:schemas-microsoft-com:office:office\"\nxmlns:w=\"urn:schemas-microsoft-com:office:word\"\nxmlns:m=\"http:\/\/schemas.microsoft.com\/office\/2004\/12\/omml\"\nxmlns=\"http:\/\/www.w3.org\/TR\/REC-html40\">\n\n<head>\n<meta http-equiv=Content-Type content=\"text\/html; charset=utf-8\">\n<meta name=ProgId content=Word.Document>\n<meta name=Generator content=\"Microsoft Word 15\">\n<meta name=Originator content=\"Microsoft Word 15\">\n<link rel=File-List href=\"facilities_n_equipment_dcsl.fld\/filelist.xml\">\n<link rel=Edit-Time-Data 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table.MsoNormalTable\n\t{mso-style-name:\"Table Normal\";\n\tmso-tstyle-rowband-size:0;\n\tmso-tstyle-colband-size:0;\n\tmso-style-noshow:yes;\n\tmso-style-priority:99;\n\tmso-style-parent:\"\";\n\tmso-padding-alt:0in 5.4pt 0in 5.4pt;\n\tmso-para-margin-top:0in;\n\tmso-para-margin-right:0in;\n\tmso-para-margin-bottom:8.0pt;\n\tmso-para-margin-left:0in;\n\tline-height:107%;\n\tmso-pagination:widow-orphan;\n\tfont-size:11.0pt;\n\tfont-family:\"Calibri\",sans-serif;\n\tmso-ascii-font-family:Calibri;\n\tmso-ascii-theme-font:minor-latin;\n\tmso-hansi-font-family:Calibri;\n\tmso-hansi-theme-font:minor-latin;\n\tmso-bidi-font-family:\"Times New Roman\";\n\tmso-bidi-theme-font:minor-bidi;}\n<\/style>\n<![endif]--><!--[if gte mso 9]><xml>\n <o:shapedefaults v:ext=\"edit\" spidmax=\"1026\"\/>\n<\/xml><![endif]--><!--[if gte mso 9]><xml>\n <o:shapelayout v:ext=\"edit\">\n  <o:idmap v:ext=\"edit\" data=\"1\"\/>\n <\/o:shapelayout><\/xml><![endif]-->\n<\/head>\n\n<body lang=EN-US link=blue vlink=\"#954F72\" style='tab-interval:.5in'>\n\n<div class=WordSection1>\n\n<p class=MsoNormal><a name=\"_Hlk40598870\"><\/a><b><span style='font-size:18.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/b><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><b><u><span\nstyle='font-size:18.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'>Facilities and Equipment at DCSL<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><b style='mso-bidi-font-weight:\nnormal'><u><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shapetype\n id=\"_x0000_t75\" coordsize=\"21600,21600\" o:spt=\"75\" o:preferrelative=\"t\"\n path=\"m@4@5l@4@11@9@11@9@5xe\" filled=\"f\" stroked=\"f\">\n <v:stroke joinstyle=\"miter\"\/>\n <v:formulas>\n  <v:f eqn=\"if lineDrawn pixelLineWidth 0\"\/>\n  <v:f eqn=\"sum @0 1 0\"\/>\n  <v:f eqn=\"sum 0 0 @1\"\/>\n  <v:f eqn=\"prod @2 1 2\"\/>\n  <v:f eqn=\"prod @3 21600 pixelWidth\"\/>\n  <v:f eqn=\"prod @3 21600 pixelHeight\"\/>\n  <v:f eqn=\"sum @0 0 1\"\/>\n  <v:f eqn=\"prod @6 1 2\"\/>\n  <v:f eqn=\"prod @7 21600 pixelWidth\"\/>\n  <v:f eqn=\"sum @8 21600 0\"\/>\n  <v:f eqn=\"prod @7 21600 pixelHeight\"\/>\n  <v:f eqn=\"sum @10 21600 0\"\/>\n <\/v:formulas>\n <v:path o:extrusionok=\"f\" gradientshapeok=\"t\" o:connecttype=\"rect\"\/>\n <o:lock v:ext=\"edit\" aspectratio=\"t\"\/>\n<\/v:shapetype><v:shape id=\"Picture_x0020_7\" o:spid=\"_x0000_i1035\" type=\"#_x0000_t75\"\n style='width:148pt;height:133pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image001.jpg\" o:title=\"dcsl_logo\"\/>\n<\/v:shape><![endif]--><![if !vml]><img width=148 height=133\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture1.png\" v:shapes=\"Picture_x0020_7\"><![endif]><\/span><\/u><\/b><b><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal align=right style='text-align:right'><b><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'>Last updated: <i style='mso-bidi-font-style:\nnormal'>July 13, 2021<\/i><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>EMBEDDED AI TESTBED:<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-fareast-font-family:\n\"Times New Roman\";mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>In\nDCSL, we maintain a leading-edge testbed with embedded devices with GPUs on them. The testbed is heterogeneous and has four different classes of nodes (Jetson Nano, Jetson TX2, Jetson Xavier NX, and Jetson AGX Xavier. They are distributed in three locations across Purdue campus, thus affording another degree of heterogeneity. The testbed is set up for remote access and is routinely used by our external collaborators. The testbed devices in each subnet are connected to an external monitor and keyboard allowing for facilities like macroprogramming and monitoring of the loads on the devices.<o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='mso-no-proof:yes'><a href=\"https:\/\/engineering.purdue.edu\/EmbeddedAItestbed\"><img width=350\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/embedded-ai-testbed.png\"\nalt=\"NVIDIA Jetson embedded devices\" v:shapes=\"Picture_x0020_8\"><\/a><\/span><\/p>\n\n<h4> <a href=\"https:\/\/engineering.purdue.edu\/EmbeddedAItestbed\">Embedded AI testbed site<\/a> <\/h4>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>GPU CLUSTERS:<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-fareast-font-family:\n\"Times New Roman\";mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>In\nDCSL, we have two server clusters to perform computation-intensive tasks. For\nCPU intensive tasks, like high-performance computing, we have multi-core\nmachines with up to 48 CPUs. For GPU intensive tasks, like training machine\nlearning models, we have a small cluster <span class=SpellE>rwith<\/span> GPU\ncapability, each equipped with high-end NVIDIA GPU cards (P100 GPU cards).\nApart from the in-house machines, our researchers regularly run their tasks on\npublic cloud services, like Amazon AWS, Google Compute, and Microsoft Azure. We\nhave an annual research award from Amazon which allows all our researchers to\nuse AWS compute credits. <o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='mso-no-proof:yes'><!--[if gte vml 1]><v:shape id=\"Picture_x0020_8\"\n o:spid=\"_x0000_i1034\" type=\"#_x0000_t75\" alt=\"Amazon.com: NVIDIA Tesla P100 16GB PCIe 3.0 Passive GPU ...\"\n style='width:266pt;height:118pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image002.jpg\" o:title=\" NVIDIA Tesla P100 16GB PCIe 3.0 Passive GPU ..\"\/>\n<\/v:shape><![endif]--><![if !vml]><img width=266 height=118\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture2.png\"\nalt=\"Amazon.com: NVIDIA Tesla P100 16GB PCIe 3.0 Passive GPU ...\" v:shapes=\"Picture_x0020_8\"><![endif]><\/span><b><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>IOT TESTBEDS:<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Researchers at DCSL have access to many lightweight and\nenergy saving IoT devices that are used in evaluating algorithms developed. The\nlatest version of Raspberry Pi 4 Model B is available in the lab. <span\nstyle='mso-spacerun:yes'>\u00a0<\/span>Researchers at DCSL have used Raspberry Pi as\nan edge device which collects data from sensors through the IoT network and\nanalyze the data on the edge that can minimize the latency of data processing.<\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_2\" o:spid=\"_x0000_i1033\" type=\"#_x0000_t75\" style='width:257pt;\n height:167pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image003.png\" o:title=\"\"\/>\n<\/v:shape><![endif]--><![if !vml]><img width=257 height=167\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture3.png\" v:shapes=\"Picture_x0020_2\"><![endif]><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>1<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. <span style='mso-bidi-font-size:12.0pt;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\nmso-color-alt:windowtext;background:white'>Hardware Architecture of Raspberry\nPi 4 Model B [1]<\/span><span style='mso-bidi-font-size:12.0pt;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>In addition, DCSL also offers a testbed of ARM development\nboards which allows us to build, test and evaluate various protocols.\nCurrently, the testbed is being used to evaluate the energy consumption in\nconsensus protocols. <\/span><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white;mso-no-proof:yes'><!--[if gte vml 1]><v:shape id=\"Picture_x0020_4\"\n o:spid=\"_x0000_i1032\" type=\"#_x0000_t75\" alt=\"STM32F401RE with BLE extension board\"\n style='width:325pt;height:248pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image004.jpg\" o:title=\"STM32F401RE with BLE extension board\"\/>\n<\/v:shape><![endif]--><![if !vml]><img width=325 height=248\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture4.png\"\nalt=\"STM32F401RE with BLE extension board\" v:shapes=\"Picture_x0020_4\"><![endif]><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>2<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. <span style='mso-bidi-font-size:12.0pt;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\nmso-color-alt:windowtext;background:white'>STM32F401RE with BLE Extension Board,\nused for our distributed embedded security testbed<\/span><span\nstyle='font-size:11.0pt;mso-bidi-font-size:9.0pt'><o:p><\/o:p><\/span><\/p>\n\n<p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\nminor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/b><\/p>\n\n<p align=center style='text-align:center'><b><span style='font-size:12.0pt;\nmso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\nCalibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'>Table 1<\/span><\/b><span style='font-size:12.0pt;\nmso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\nCalibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'>. IoT Devices Used in The Testbeds at DCSL<b><o:p><\/o:p><\/b><\/span><\/p>\n\n<table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=636\n style='width:476.75pt;border-collapse:collapse;mso-yfti-tbllook:1184;\n mso-padding-alt:0in 5.4pt 0in 5.4pt'>\n <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:18.15pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;mso-border-alt:solid #ABABAB .75pt;\n  background:#CFE2F3;padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Vendor<\/span><\/b><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Model<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>CPU \/ Memory<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Additional Features<\/span><\/b><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:1;height:18.15pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Raspberry Pi<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Raspberry <o:p><\/o:p><\/span><\/p>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Pi 4<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext;background:white'>64-bit quad-core processor, 4GB of\n  RAM<\/span><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;\n  mso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:\n  minor-latin;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext;background:white'>Dual-display support at\n  resolutions up to 4K via a pair of micro-HDMI ports, Dual-band 2.4\/5.0 GHz Wireless\n  LAN, Bluetooth 5.0, Gigabit Ethernet, USB 3.0, and PoE capability<\/span><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:2;height:29.2pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>STM<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>NUCLEO-F401RE<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p class=MsoNormal style='margin-bottom:0in;margin-bottom:.0001pt;line-height:\n  normal'><span style='font-size:12.0pt;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'>ARM\u00ae32-bit Cortex\u00ae-M4 CPU with FPU, <\/span><span\n  style='font-size:12.0pt;mso-fareast-font-family:\"Times New Roman\";mso-bidi-font-family:\n  Calibri;mso-bidi-theme-font:minor-latin'>512 KB Flash, 96 KB SRAM<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>External BLE\n  and <span class=SpellE>WiFi<\/span> Boards are available, Arduino Uno Revision\n  3 connectivity<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:3;height:29.2pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>STM<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>STM32F407VG<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext;background:white'>32-bit <span class=SpellE>ARM<sup>\u00ae<\/sup>Cortex<\/span><sup>\u00ae<\/sup>-M4\n  with FPU core, 1-Mbyte Flash memory, 192-Kbyte RAM<\/span><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>BLE extension\n  available, <span style='color:black;mso-color-alt:windowtext;background:white'>LIS302DL\n  or LIS3DSH ST MEMS 3-axis accelerometer<\/span><o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes;height:29.2pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:29.2pt'>\n  <p><span class=SpellE><span style='font-size:12.0pt;mso-ascii-font-family:\n  Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;\n  mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;mso-bidi-theme-font:\n  minor-latin'>Saleae<\/span><\/span><span style='font-size:12.0pt;mso-ascii-font-family:\n  Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;\n  mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;mso-bidi-theme-font:\n  minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>LOGIC PRO 8<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:white'><o:p>&nbsp;<\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Sampling\n  digital and analog signals from embedded boards, compatible with current\n  sensor, TI-INA169 that can be used to measure energy.<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n<\/table>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_1\" o:spid=\"_x0000_i1031\" type=\"#_x0000_t75\" style='width:268pt;\n height:177pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image005.png\" o:title=\"\"\/>\n<\/v:shape><![endif]--><![if !vml]><img width=268 height=177\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture5.png\" v:shapes=\"Picture_x0020_1\"><![endif]><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>3<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]--><span style='mso-bidi-font-size:12.0pt;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\nmso-color-alt:windowtext;background:white'>. Raspberry Pi 4 Model B [2]<\/span><span\nstyle='mso-bidi-font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:\nminor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Reference:<\/span><span style='font-size:12.0pt;line-height:\n107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:\nwhite'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin'>[1] <\/span><a\nhref=\"https:\/\/www.raspberrypi.org\/products\/raspberry-pi-4-model-b\/specifications\/\"><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;color:windowtext'>https:\/\/www.raspberrypi.org\/products\/raspberry-pi-4-model-b\/specifications\/<\/span><\/a><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>[2]<\/span><a\nhref=\"https:\/\/static.raspberrypi.org\/files\/product-briefs\/200206+Raspberry+Pi+4+1GB+2GB+4GB+Product+Brief+PRINT.pdf\"><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;color:windowtext'>https:\/\/static.raspberrypi.org\/files\/product-briefs\/200206+Raspberry+Pi+4+1GB+2GB+4GB+Product+Brief+PRINT.pdf<\/span><\/a><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\nmso-color-alt:windowtext;background:white'>DIGITAL AG TESTBEDS:<\/span><\/u><\/b><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'><br>\nResearchers at DCSL have access to edge devices such as Jetson TX2 to implement\nDeep Neural Networks (DNN). Jetson TX2 is the fastest and most power-efficient\nembedded AI computing device. This 7.5-watt supercomputer on a module brings\ntrue AI computing at the edge. It&#8217;s built around an NVIDIA Pascal&#x2122;-family GPU\nand loaded with 8GB of memory and 59.7GB\/s of memory bandwidth. It features a\nvariety of standard hardware interfaces that make it easy to integrate it into\na wide range of products and form factors. [1]<br>\nThe specification of TX2 is as following:<\/span><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoListParagraph style='margin-left:21.0pt;text-indent:-21.0pt;\nmso-char-indent-count:0;mso-list:l1 level1 lfo1'><![if !supportLists]><span\nstyle='font-size:12.0pt;font-family:Wingdings;mso-fareast-font-family:Wingdings;\nmso-bidi-font-family:Wingdings'><span style='mso-list:Ignore'>\u00d8<span\nstyle='font:7.0pt \"Times New Roman\"'>&nbsp; <\/span><\/span><\/span><![endif]><span\nstyle='font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'>2+4 CPUs (Dual-Core\nNVIDIA Denver 2 64-Bit CPU, Quad-Core ARM\u00ae Cortex\u00ae-A57 <span class=SpellE>MPCore<\/span>)<\/span><span\nstyle='font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoListParagraph style='margin-left:21.0pt;text-indent:-21.0pt;\nmso-char-indent-count:0;mso-list:l1 level1 lfo1'><![if !supportLists]><span\nstyle='font-size:12.0pt;font-family:Wingdings;mso-fareast-font-family:Wingdings;\nmso-bidi-font-family:Wingdings'><span style='mso-list:Ignore'>\u00d8<span\nstyle='font:7.0pt \"Times New Roman\"'>&nbsp; <\/span><\/span><\/span><![endif]><span\nstyle='font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'>8GB RAM (128-bit LPDDR4\n@ 1866Mhz <span class=GramE>|<span style='mso-spacerun:yes'>\u00a0 <\/span>59.7<\/span>\nGB\/s)<\/span><span style='font-size:12.0pt;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoListParagraph style='margin-left:21.0pt;text-indent:-21.0pt;\nmso-char-indent-count:0;mso-list:l1 level1 lfo1'><![if !supportLists]><span\nstyle='font-size:12.0pt;font-family:Wingdings;mso-fareast-font-family:Wingdings;\nmso-bidi-font-family:Wingdings'><span style='mso-list:Ignore'>\u00d8<span\nstyle='font:7.0pt \"Times New Roman\"'>&nbsp; <\/span><\/span><\/span><![endif]><span\nstyle='font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'>256-core NVIDIA Pascal\nGPU, Ubuntu 18.04, CUDA 10.0.326 + tensorflow-gpu1.14<\/span><span\nstyle='font-size:12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_3\" o:spid=\"_x0000_i1030\" type=\"#_x0000_t75\" style='width:315pt;\n height:315pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image006.png\" o:title=\"\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=315 height=315\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture6.png\" v:shapes=\"Picture_x0020_3\"><![endif]><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>4<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]--><span style='color:black;mso-color-alt:windowtext;\nbackground:white'>. <\/span>Jetson TX2<span style='color:black;mso-color-alt:\nwindowtext;background:white'> [1]<\/span><span style='background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Reference:<\/span><span style='font-size:12.0pt;line-height:\n107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:\nwhite'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin'>[1]: <\/span><a\nhref=\"https:\/\/developer.nvidia.com\/embedded\/jetson-tx2\"><span style='font-size:\n12.0pt;line-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:windowtext'>https:\/\/developer.nvidia.com\/embedded\/jetson-tx2<\/span><\/a><span\nclass=MsoHyperlink><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:windowtext'><o:p><\/o:p><\/span><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Prof. <span class=SpellE>Bagchi<\/span> leads the IoT and Data\nAnalytics thrust of the $39M WHIN project (2018-23). We have IoT deployments in\nexperimental farms as well as production farms around Purdue plus deployment on\nPurdue campus. The farm deployments are measuring temperature, humidity, soil\nnutrient quality, etc. while the campus deployments are measuring temperature,\nbarometric pressure, and humidity. These are a unique resource for us to\nexperiment with our protocols at scale and under real-world conditions. <\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_22\" o:spid=\"_x0000_i1029\" type=\"#_x0000_t75\" style='width:468pt;\n height:174pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image007.emz\" o:title=\"\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=468 height=174\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture7.png\" v:shapes=\"Picture_x0020_22\"><![endif]><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>5<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. IoT workflow for our digital Agriculture theme\nof the WHIN project<span style='mso-bidi-font-size:12.0pt;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><i style='mso-bidi-font-style:\nnormal'><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Sensing:<\/span><\/i><\/b><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'> <span class=GramE>Nitrate<span\nstyle='mso-spacerun:yes'>\u00a0 <\/span>sensor<\/span> scale up manufacturing (+\nphosphate, pesticides, microbial activity, \u2026), Soil moisture, temperature\nDecagon sensors.<\/span><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><i style='mso-bidi-font-style:\nnormal'><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Communication:<\/span><\/i><\/b><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'> Optimized long-range\nwireless networking using <span class=SpellE>LoRa<\/span>, optimized short-range\nwireless networking using BLE, Mesh routing<\/span><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><i style='mso-bidi-font-style:\nnormal'><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Analytics:<\/span><\/i><\/b><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'> On-sensor such as\nthreshold matching, On-edge device such as ARIMA, On-backend server such as\nLSTM<\/span><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><i style='mso-bidi-font-style:\nnormal'><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Deployment:<\/span><\/i><\/b><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\ncolor:black;mso-color-alt:windowtext;background:white'> Farms in Tippecanoe,\nBenton counties, including TPAC and ACRE<\/span><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><span\nstyle='mso-no-proof:yes'><!--[if gte vml 1]><v:shape id=\"Picture_x0020_26\"\n o:spid=\"_x0000_i1028\" type=\"#_x0000_t75\" style='width:291pt;height:239pt;\n visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image009.png\" o:title=\"\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=291 height=239\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture8.png\" v:shapes=\"Picture_x0020_26\"><![endif]><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>6<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. The hardware platform designed by us: (a)\nMotherboard PCB and battery holder with its packaging, (b) Motherboard PCB with\ntwo daughter boards, (c)the HMAA-1220 module<span style='mso-bidi-font-size:\n12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:\nwhite'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Arial;color:#201F1E;background:white'>PURDUE CAMPUS-WIDE\nTESTBED<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white;mso-no-proof:yes'><!--[if gte vml 1]><v:shape id=\"Picture_x0020_28\"\n o:spid=\"_x0000_i1027\" type=\"#_x0000_t75\" style='width:468pt;height:357pt;\n visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image010.png\" o:title=\"purdue_de\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=468 height=357\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture9.png\" v:shapes=\"Picture_x0020_28\"><![endif]><\/span><\/u><\/b><b><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white'><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>7<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. Campus-wide live experimentation testbed of a wireless\nmesh network<u><span style='mso-bidi-font-size:12.0pt;mso-bidi-font-family:\nArial;color:#201F1E;background:white;mso-bidi-font-weight:bold'><o:p><\/o:p><\/span><\/u><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nArial;color:#201F1E;background:white;mso-bidi-font-weight:bold'>In the\ncampus-scale deployment, we placed 13 <span class=SpellE>LoRa<\/span> nodes,\ndistributed in a 1.1 km by 1.8 km area of Purdue University campus. All 13\nnodes are deployed and continuously operated when experimentation is needed. We\nhave received authorization from campus police for this deployment and there is\nsignage at all the nodes to indicate that these are for research. The figure shows\nthe complete map of our campus-scale experiment where a complete mesh network\nis established. Each blue dot represents a network node which are randomly and\nevenly distributed across the entire Purdue campus. The red node represents the\nlocation of the center node. The green dot represents the receiver, a laptop\nconnected with SX1272DV K1CAS (<span class=SpellE>LoRa<\/span> development kit)\nfrom <span class=SpellE>Semtech<\/span>. Each solid line represents the actual <span\nclass=SpellE>LoRa<\/span> link for the deployed network and the dotted line\nrepresents available <span class=SpellE>LoRa<\/span> links that were not being\nused. The node junction represents two nodes (node 12 and node 13) that were\ndeployed on purpose at close range and were communicating via ANT instead of <span\nclass=SpellE>LoRa<\/span>. In addition, three paths that are highlighted\nrepresent three distinguished data flows that are formed by the mesh network.\nFor instance, path number 1 represents the path 9 <\/span><span\nstyle='font-size:12.0pt;line-height:107%;font-family:Symbol;mso-ascii-font-family:\nCalibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;\nmso-hansi-theme-font:minor-latin;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white;mso-char-type:symbol;mso-symbol-font-family:Symbol;mso-bidi-font-weight:\nbold'><span style='mso-char-type:symbol;mso-symbol-font-family:Symbol'>\u00ae<\/span><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white;mso-bidi-font-weight:bold'> 8 <\/span><span style='font-size:\n12.0pt;line-height:107%;font-family:Symbol;mso-ascii-font-family:Calibri;\nmso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:\nminor-latin;mso-bidi-font-family:Arial;color:#201F1E;background:white;\nmso-char-type:symbol;mso-symbol-font-family:Symbol;mso-bidi-font-weight:bold'><span\nstyle='mso-char-type:symbol;mso-symbol-font-family:Symbol'>\u00ae<\/span><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white;mso-bidi-font-weight:bold'> 7 <\/span><span style='font-size:\n12.0pt;line-height:107%;font-family:Symbol;mso-ascii-font-family:Calibri;\nmso-ascii-theme-font:minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:\nminor-latin;mso-bidi-font-family:Arial;color:#201F1E;background:white;\nmso-char-type:symbol;mso-symbol-font-family:Symbol;mso-bidi-font-weight:bold'><span\nstyle='mso-char-type:symbol;mso-symbol-font-family:Symbol'>\u00ae<\/span><\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:#201F1E;\nbackground:white;mso-bidi-font-weight:bold'> 1. All nodes (including the center\nnode) are located 1 meter above ground level and the receiver is placed on the\n3rd floor inside of an office building facing south-east. The furthest node is\nplaced 1.5 km away from the receiver and across more than 18 buildings in\nbetween.<o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Arial;color:#201F1E;background:white'>ADVANCED\nMANUFACTURING TESTBEDS:<\/span><\/u><\/b><b><u><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nArial;color:#222222;border:none windowtext 1.0pt;mso-border-alt:none windowtext 0in;\npadding:0in'>Researchers at DCSL have access to piezoelectric sensors and MEMS\nsensors that measure changes in pressure, acceleration, temperature, strain<\/span><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Arial;color:black;\nborder:none windowtext 1.0pt;mso-border-alt:none windowtext 0in;padding:0in'>.\nThe sensors vary in sampling rate (10Hz with MEMS, 3.2kHz with the\npiezoelectric sensor). <span style='mso-spacerun:yes'>\u00a0<\/span>DCSL has been\nconducting experiments with a motor testbed (shown in Fig. 5) to collect\nmachine condition data (i.e., acceleration) for different health conditions.\nThis data is currently being used for defect-type classification and learning\ntransfer tasks in our research work.<\/span><b><u><span style='font-size:12.0pt;\nline-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nmso-no-proof:yes'> <o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><span\n style='text-decoration:none'>&nbsp;<\/span><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><b style='mso-bidi-font-weight:\nnormal'><u><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_5\" o:spid=\"_x0000_i1026\" type=\"#_x0000_t75\" alt=\"A desktop computer sitting on top of a desk&#10;&#10;Description automatically generated\"\n style='width:376pt;height:282pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image011.jpg\" o:title=\"A desktop computer sitting on top of a desk&#10;&#10;Description automatically generated\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=376 height=282\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture10.png\"\nalt=\"A desktop computer sitting on top of a desk&#10;&#10;Description automatically generated\"\nv:shapes=\"Picture_x0020_5\"><![endif]><\/span><\/u><\/b><span style='font-size:\n12.0pt;line-height:107%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;\nbackground:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='mso-element:\nfield-begin'><\/span><span style='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC\n<span style='mso-element:field-separator'><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>8<\/span><!--[if supportFields]><span style='mso-element:\nfield-end'><\/span><![endif]-->. A motor testbed equipped with sensors for\nmeasuring vibration at all frequencies<span style='mso-bidi-font-size:12.0pt;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;background:white'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal align=center style='text-align:center'><b style='mso-bidi-font-weight:\nnormal'><u><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;mso-no-proof:yes'><!--[if gte vml 1]><v:shape\n id=\"Picture_x0020_6\" o:spid=\"_x0000_i1025\" type=\"#_x0000_t75\" alt=\"A picture containing indoor, table, sitting, black&#10;&#10;Description automatically generated\"\n style='width:418pt;height:254pt;visibility:visible;mso-wrap-style:square'>\n <v:imagedata src=\"facilities_n_equipment_dcsl.fld\/image012.jpg\" o:title=\"A picture containing indoor, table, sitting, black&#10;&#10;Description automatically generated\"\/>\n<\/v:shape><![endif]--><![if !vml]><img border=0 width=418 height=254\nsrc=\"https:\/\/engineering.purdue.edu\/dcsl\/pictures\/testbeds\/Picture11.png\"\nalt=\"A picture containing indoor, table, sitting, black&#10;&#10;Description automatically generated\"\nv:shapes=\"Picture_x0020_6\"><![endif]><\/span><\/u><\/b><b><u><span\nstyle='font-size:12.0pt;line-height:107%;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoCaption>Figure <!--[if supportFields]><span style='font-weight:\nnormal;font-style:normal'><span style='mso-element:field-begin'><\/span><\/span><span\nstyle='mso-spacerun:yes'>\u00a0<\/span>SEQ Figure \\* ARABIC <span style='font-weight:\nnormal;font-style:normal'><span style='mso-element:field-separator'><\/span><\/span><![endif]--><span\nstyle='mso-no-proof:yes'>9<\/span><!--[if supportFields]><span style='font-weight:\nnormal;font-style:normal'><span style='mso-element:field-end'><\/span><\/span><![endif]-->.\n<span class=SpellE><span style='mso-bidi-font-size:12.0pt;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin;color:black;mso-color-alt:windowtext;\nbackground:white'>Pizoelectric<\/span><\/span><span style='mso-bidi-font-size:\n12.0pt;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\nmso-color-alt:windowtext;background:white'> and MEMS sensors mounted on the\nmotor testbed<\/span><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><span\n style='text-decoration:none'>&nbsp;<\/span><\/o:p><\/span><\/u><\/b><\/p>\n\n<p class=MsoNormal><b><u><span style='font-size:12.0pt;line-height:107%;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>WEARABLE DEVICES:<o:p><\/o:p><\/span><\/u><\/b><\/p>\n\n<p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\nminor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>The laboratory is\nequipped with a variety of high-end mobile and wearable devices, supported on\nAndroid and Wear OS architecture respectively. These devices help us in our\nongoing mission to improve the overall reliability of mobile and wearable\nplatforms. Table 2 and Table 3 provide details on the mobile and wearable\ndevice models available in the Lab.<b><o:p><\/o:p><\/b><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-fareast-font-family:\n\"Times New Roman\";mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<p class=MsoCaption><span style='mso-bidi-font-weight:bold'>Table 2<\/span>.\nSmartphone Models.<span style='mso-bidi-font-weight:bold'><o:p><\/o:p><\/span><\/p>\n\n<table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=636\n style='width:476.75pt;border-collapse:collapse;mso-yfti-tbllook:1184;\n mso-padding-alt:0in 5.4pt 0in 5.4pt'>\n <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:18.15pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;mso-border-alt:solid #ABABAB .75pt;\n  background:#CFE2F3;padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Vendor<\/span><\/b><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Model<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>CPU \/ Memory<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Sensors<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:1;height:18.15pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Huawei<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Nexus 6P<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Snapdragon 810,\n  3GB RAM, 32 GB storage<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.15pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Fingerprint (rear-mounted),\n  accelerometer, gyro, proximity, compass, barometer.<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:2;height:29.2pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>LG<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Nexus 5X<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Snapdragon 808,\n  2GB RAM, 32 GB storage<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Fingerprint\n  (rear-mounted), accelerometer, gyro, proximity, compass, barometer.<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:3;mso-yfti-lastrow:yes;height:29.2pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Motorola<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>G6<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Snapdragon 450,\n  3GB RAM, 32 GB storage<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:29.2pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Fingerprint\n  (front-mounted), accelerometer, gyro, proximity, compass.<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n<\/table>\n\n<p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\nminor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\nmso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/b><\/p>\n\n<p align=center style='text-align:center'><b><span style='font-size:12.0pt;\nmso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\nCalibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\nmso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/b><\/p>\n\n<p class=MsoCaption>Table 3. Wearable Device Models.<span style='font-weight:\nnormal'><o:p><\/o:p><\/span><\/p>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-fareast-font-family:\n\"Times New Roman\";mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0\n style='border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 5.4pt 0in 5.4pt'>\n <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:21.0pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;mso-border-alt:solid #ABABAB .75pt;\n  background:#CFE2F3;padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Vendor<\/span><\/b><span\n  style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Model<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>CPU \/ Memory<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-left:none;mso-border-left-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;background:#CFE2F3;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><b><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;\n  mso-color-alt:windowtext'>Sensors<\/span><\/b><span style='font-size:12.0pt;\n  mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-hansi-font-family:\n  Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;\n  mso-bidi-theme-font:minor-latin'><o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:1;height:18.75pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:18.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Motorola<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Moto 360<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Quad-core 1.2\n  GHz Cortex-A7, 4GB<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:18.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Accelerometer,\n  gyro, heart rate<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:2;height:21.0pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:21.0pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Huawei<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Watch 2<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Quad-core 1.1\n  GHz Cortex-A7, 4GB<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:21.0pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Accelerometer,\n  gyro, heart rate, barometer, compass<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n <tr style='mso-yfti-irow:3;mso-yfti-lastrow:yes;height:33.75pt'>\n  <td valign=top style='border:solid #ABABAB 1.0pt;border-top:none;mso-border-top-alt:\n  solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;padding:5.0pt 5.0pt 5.0pt 5.0pt;\n  height:33.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Fossil<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:33.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Sport\n  Smartwatch<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:33.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Snapdragon Wear\n  3100 SoC, 4GB<o:p><\/o:p><\/span><\/p>\n  <\/td>\n  <td valign=top style='border-top:none;border-left:none;border-bottom:solid #ABABAB 1.0pt;\n  border-right:solid #ABABAB 1.0pt;mso-border-top-alt:solid #ABABAB .75pt;\n  mso-border-left-alt:solid #ABABAB .75pt;mso-border-alt:solid #ABABAB .75pt;\n  padding:5.0pt 5.0pt 5.0pt 5.0pt;height:33.75pt'>\n  <p><span style='font-size:12.0pt;mso-ascii-font-family:Calibri;mso-ascii-theme-font:\n  minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;\n  mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin'>Accelerometer,\n  gyro, heart rate, light, compass\/<span class=GramE>magnetometer,&nbsp;\n  vibration<\/span>\/haptics<o:p><\/o:p><\/span><\/p>\n  <\/td>\n <\/tr>\n<\/table>\n\n<p class=MsoNormal><span style='font-size:12.0pt;line-height:107%;mso-bidi-font-family:\nCalibri;mso-bidi-theme-font:minor-latin'><o:p>&nbsp;<\/o:p><\/span><\/p>\n\n<\/div>\n\n<\/body>\n\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Facilities and Equipment at DCSL Last updated: July 13, 2021 EMBEDDED AI TESTBED: In DCSL, we maintain a leading-edge testbed with embedded devices with GPUs on them. The testbed is heterogeneous and has four different classes of nodes (Jetson Nano, Jetson TX2, Jetson Xavier NX, and Jetson AGX Xavier. They are distributed in three [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"tags":[],"_links":{"self":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/1883"}],"collection":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/comments?post=1883"}],"version-history":[{"count":29,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/1883\/revisions"}],"predecessor-version":[{"id":2569,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/1883\/revisions\/2569"}],"wp:attachment":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/media?parent=1883"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/tags?post=1883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}