April 16, 2025

Purdue professor helps tiny Robobee learn to land softly, thanks to lessons from nature

A miniature marvel of bioinspired engineering, the Harvard RoboBee, has long demonstrated its ability to zip, dive, and hover like a real insect. But even the most sophisticated aerial robots face one enduring challenge: how to land safely. Thanks in part to groundbreaking work by faculty at Purdue University's Elmore Family School of Electrical and Computer Engineering, RoboBee now has a solution.
a timelapse photo of the tiny Robobee microrobot jumping from one green leaf to the next
New research published in Science Robotics showcases upgrades that allow the Robobee to land with the grace of a crane fly (image credit Science Robotics)

A miniature marvel of bioinspired engineering, the Harvard RoboBee, has long demonstrated its ability to zip, dive, and hover like a real insect. But even the most sophisticated aerial robots face one enduring challenge: how to land safely.

Thanks in part to groundbreaking work by faculty in Purdue University's Elmore Family School of Electrical and Computer Engineering, RoboBee now has a solution. New research published in Science Robotics showcases the addition of long, jointed legs and an advanced control system—upgrades that allow the tiny robot to land with the grace of a crane fly.
“Previously, if we were to go in for a landing, we’d turn off the vehicle a little bit above the ground and just drop it, and pray that it will land upright and safely,” explained co-first author Christian Chan, a Harvard graduate student who led the mechanical redesign of the robot.
 
Purdue ECE assistant professor Nak-seung Patrick Hyun led the development of RoboBee’s improved flight controller while a postdoctoral researcher at Harvard. Now at Purdue, Hyun continues to advance microrobotics by applying his expertise in aerodynamics and control systems to problems like RoboBee’s landing instability—a challenge caused by the robot’s minuscule size (just a tenth of a gram) and the turbulence created by its flapping wings near the ground.
 
“The successful landing of any flying vehicle relies on minimizing approach velocity and dissipating energy after impact,” said Hyun. “Even with RoboBee’s tiny wing flaps, ground effects are significant when flying close to surfaces. Things can get worse after impact as it bounces and tumbles.”

Hyun’s work included conducting precise landing tests on natural and rigid surfaces and enhancing the controller—the robot’s “brain”—to recognize and adapt to changing airflow conditions during descent. The result: a dramatically improved landing process that protects the robot’s fragile piezoelectric actuators, the ultra-light “muscles” that power its flight.

A penny placed beside a detailed model of the Robobee microrobot, showcasing the size comparison between the two objects
RoboBee’s landing instability was caused by the robot’s minuscule size (just a tenth of a gram) and the turbulence created by its flapping wings near the ground (photo credit Harvard/Christian Chan)

The research team, led by Harvard’s Robert Wood, the Harry Lewis and Marlyn McGrath Professor in the John A. Paulson School of Engineering and Applied Sciences (SEAS), drew inspiration from the crane fly—an insect known for its slow, stable landings and long, jointed legs. The robot’s new appendages mimic this structure, helping absorb impact and stabilize the landing. The legs were crafted using custom fabrication techniques pioneered at Harvard’s Microrobotics Lab.

“This project perfectly illustrates how electrical and computer engineering research at Purdue connects deeply with advances in robotics,” Hyun said. “We’re building more than robots—we’re building platforms for testing biological theories and advancing autonomy.”

With tethered flight still a limitation, the team’s longer-term goal is full autonomy: onboard power, sensors, and computing capabilities that would allow RoboBee to fly and land independently.

“In the interim we have been working through challenges for electrical and mechanical components using tethered devices,” said Wood. “The safety tethers were, unsurprisingly, getting in the way of our experiments, and so safe landing is one critical step to remove those tethers.”

Hyun’s ongoing research at Purdue is aimed squarely at those challenges, generalizing the controllability of multi-scaled flapping-based mechanisms to even bigger bird scales. “Seemingly simple periodic wing flapping motion of birds and insects provoked many scientists and engineers to wonder that the flapping motion is purely an open-loop process. However, the hovering or the navigation via wing flaps is extremely unstable, requiring continuous effort to correct its flapping pattern to stay afloat. This is why I like studying animal locomotion and designing flexible decision-making to enhance controllability. Nature provides a beautiful existence proof of how locomotive systems can be efficiently controlled, and we are trying to bring mathematical rigor to advance the synthetic systems on fast-adaptive decision-making. ”

The potential applications for such insect-scale flying robots are vast, including environmental monitoring, disaster response, and artificial pollination. With continued contributions from Purdue ECE, RoboBee and future microrobots are buzzing closer to reality.

This work was supported by the National Science Foundation Graduate Research Fellowship Program under Grant No. DGE 2140743.

 

Source: Sticking the landing: Insect-inspired strategies for safely landing flapping-wing aerial microrobots