ECE 60022 Wireless Communication Networks: Lectures Notes and Readings
Lectures 1-2: January 13 to 15, 2020
Introduction
Required Readings:
Suggested Readings:
- D. Astely, E. Dahlman, A. Furuskar, Y. Jading, M. Lindstrom, and S. Parkvall,
"LTE: the evolution of mobile broadband," IEEE Communications magazine,
vol. 47, no. 4, 2009.
(link)
- J. Andrews, "Seven ways that HetNets are a cellular paradigm shift," IEEE
Communications Magazine, vol. 51, no. 3, 2013.
(link)
- Mohammed H. Alsharif and Rosdiadee Nordin, "Evolution towards fifth generation
(5G) wireless networks: Current trends and challenges in the
deployment of millimetre wave, massive MIMO, and small cells," Telecommunication
Systems, vol. 64, no. 4, April 2017.
(link)
-
Zhiguo Ding, Xianfu Lei, George K. Karagiannidis, Robert Schober,
Jinhong Yuan, and Vijay K. Bhargava, "A Survey on Non-Orthogonal Multiple
Access for 5G Networks: Research Challenges and Future Trends," in
IEEE Journal on Selected Areas in Communications, vol. 35,
no. 10, Oct. 2017.
(link)
-
Qi Bi, ``Ten Trends in the Cellular Industry and an Outlook on 6G,'' in
IEEE Communications Magazine, vol. 57, no. 12, Dec. 2019.
(link)
Lectures 3-5: January 17-24, 2020
Understanding the Wireless Channel
Required Readings:
Suggested Readings:
- Wireless Communications by A. Goldsmith, Cambridge
University Press, 2005. (Chapters 2 and 3). (Available online via
Purdue Library )
- Juan M. Romero-Jerez and F. Javier Lopez-Martinez and Jose F.
Paris and Andrea Goldsmith, "The Fluctuating Two-Ray Fading Model for
mmWave Communications," in IEEE GLOBECOM Workshops, 2016.
(link)
Lectures 6-8: January 27-31, 2020
How to Deal With Channel Variations
Required Readings:
Suggested Readings:
- X. Liu, E. K. P. Chong and N. B. Shroff, "Transmission Scheduling for
Efficient Wireless Network Utilization," in IEEE INFOCOM, April 2001.
(link)
- D. Astely, E. Dahlman, A. Furuskar, Y. Jading, M. Lindstrom, and S. Parkvall,
"LTE: the evolution of mobile broadband," IEEE Communications magazine,
vol. 47, no. 4, 2009.
(link)
- E. Telatar, "Capacity of multi-antenna Gaussian channels," Eur. Trans.
Telecomm., vol. 10, no. 6, Nov. 1999.
(link)
Lectures 8-12: January 31 - February i4, 2020
Cellular Networks
Required Readings:
Suggested Readings:
- I. Katzela and M. Naghshineh, "Channel Assignment Schemes for
Cellular Mobile Telecommunication Systems: A Comprehensive Survey," IEEE
Pers. Comm. Mag., June 1996.
(link)
Lectures 13-18: February 17i-28, 2020
Capacity and Scheduling in Broadband Wireless Networks
Required Readings:
- Lecture 13
- Lecture 14
- Lecture 15
- Lecture 16
- Lecture 17
- Lecture 18
- M. J. Neely, E. Modiano and C. E. Rohrs, "Dynamic Power Allocation and
Routing for Time Varying Wireless Networks," in IEEE INFOCOM, April
2003.
(link)
- R. L. Cruz and A. V. Santhanam, "Optimal routing, link scheduling
and power control in multihop wireless networks," in IEEE
INFOCOM, 2003.
(link)
- Michael J. Neely , Eytan Modiano , Chih-ping Li, "Fairness and
Optimal Stochastic Control for Heterogeneous Networks,"
IEEE/ACM Transactions on Networking, April 2008.
(link)
Suggested Readings:
- X. Lin, N. B. Shroff and R. Srikant, "A Tutorial on Cross-Layer
Optimization in Wireless Networks," IEEE Journal on Selected Areas in
Communications, vol. 24, no. 8, August 2006
(link)
Lectures 19: March 2 - 11, 2020
Stochastic Geometry and Scaling Laws
Required Readings:
- Lecture 19
- Lecture 20
- Lecture 21
- Lecture 22
- Lecture 23
- Jeffrey G. Andrews, Francois Baccelli, and Radha Krishna Ganti,
"A Tractable Approach to Coverage and Rate in Cellular Networks,"
IEEE Transactions on Communications, November 2011
(link)
- Harpreet S. Dhillon, Radha Krishna Ganti, Francois Baccelli and
Jeffrey G. Andrews, "Modeling and Analysis of K-Tier Downlink
Heterogeneous Cellular Networks," IEEE Journal on Selected Areas in
Communications, April 2012
(link)
- Piyush Gupta and P.R. Kumar, "The capacity of Wireless
Networks," IEEE Transactions on Information Theory,
Vol. 46, No.2, Mar 2000
(link)
Suggested Readings:
- Hesham ElSawy, Ekram Hossain, and Martin Haenggi, "Stochastic
Geometry for Modeling, Analysis, and Design of Multi-Tier and Cognitive
Cellular Wireless Networks: A Survey," IEEE Communications Surveys &
Tutorials, Third Quarter, 2013
(link)
- Matthias Grossglauser and David Tse, "Mobility Increases the
Capacity of Ad Hoc Wireless Networks," IEEE INFOCOM, 2001
(link)
Lectures 24-30: March 22 - April 6, 2020
Case Studies of 2G/3G/4G Systems
Required Readings:
- Chapter 8 of Schwartz
- Lecture 24
- Lecture 25
- Lecture 26
- Lecture 27
- Lecture 28
- Lecture 29
- Lecture 30
- See the notes for Lectures 27-29 above for pointers to the specific
sections in the the following two references.
- G. Ku and J. M. Walsh, "Resource Allocation and Link Adaptation
in LTE and LTE Advanced: A Tutorial,"
IEEE Communication Surveys & Tutorials, vol. 17, no. 3, 2015.
(link)
- S. Parkvall, E. Dahlman, A. Furuskar, and M. Frenne, "NR: The new
5G radio access technology,"
IEEE Communications Standards Magazine,
vol. 1, no. 4, pp. 24-30, December 2017.
- Lin, Xingqin, et al. "5G new radio: Unveiling the essentials of the
next generation wireless access technology."
IEEE Communications Standards Magazine, 3.3 (2019):
30-37.
Suggested Readings:
-
S. Sesia, I. Toufik, and M. Baker, "LTE-the UMTS long term evolution:
from theory to practice," John Wiley & Sons, 2011. (available online
from Purdue library.)
Lectures 31-34: April 8 - 15, 2020
Wireless LAN, Bluetooth and Classic Random Access Models
Required Readings:
- Lecture 31
- Lecture 32
- Lecture 33
- Lecture 34
- Chapter 12 of Schwartz.
- G. Bianchi, "Performance Analysis of the IEEE 802.11 Distributed
Coordination Function,",
IEEE Journals on Selected Areas in Communications,
vol. 18, no. 3, March 2000.
(link)
- Guy Fayolle, Erol Gelenbe and Jacques Labetoulle, "Stability and
Optimal Control of the Packet Switching Broadcast Channel,"
Journal of ACM, 1977
(link)
Suggested Readings:
- D. J. Aldous, "Ultimate Instability of Exponential Back-Off
Protocol for Acknowledgment-Based Transmission Control of Random
Access Communication Channels," IEEE Transactions on
Information Theory, March 1987
(link)
Lectures 35-37: April 17 - 24, 2020
Random Access Models with Advanced PHY Layers
Required Readings:
- Lecture 35
- Lecture 36
- Lecture 37
- S. Ghez, S. Verdu and S. C. Schwartz, "Stability Properties of
Slotted Aloha with Multipacket Reception Capability," IEEE Transactions
on Automatic Control, July 1988
(link)
- X. Qin and R. Berry, "Exploiting Multiuser Diversity for Medium
Access Control in Wireless Networks," IEEE INFOCOM, 2003.
(link)
- P. Viswanath, D. N. C. Tse, R. Laroia, "Opportunistic Beamforming
Using Dumb Antennas," IEEE Transactions on Information Theory,
June 2002
(link)
Suggested Readings:
- Yihan Zou, Kwang Taik Kim, Xiaojun Lin, Mung Chiang, Zhi Ding,
Risto Wichman, Jyri Hamalainen, "Low-overhead
Multi-antenna-enabled Random Access for Machine-type
Communications with Low Mobility," in IEEE GLOBECOM,
December, 2019
(link)
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