Robot With Bird Feet Can Perch and Grab

Robert Winkler/istockphoto

With feet and legs like a peregrine falcon, engineers have created a robot that can perch and carry objects like a bird.

Like snowflakes, no two branches are alike. They can differ in size, shape, and texture; some might be wet or moss-covered or bursting with offshoots. And yet birds can land on just about any of them.

“It’s not easy to mimic how birds fly and perch,” says William Roderick, lead author of a new paper on the bird robot in Science Robotics.

“After millions of years of evolution, they make takeoff and landing look so easy, even among all of the complexity and variability of the tree branches you would find in a forest.”

Years of study on animal-inspired robots in the labs of Mark Cutkosky and David Lentink at Stanford University, where Roderick was a graduate student, enabled the researchers to build their own perching robot.

When attached to a quadcopter drone, their “stereotyped nature-inspired aerial grasper,” or SNAG, forms a robot that can fly around, catch and carry objects, and perch on various surfaces. Showing the potential versatility of this work, the researchers used it to compare different types of bird toe arrangements and to measure microclimates in a remote Oregon forest.


In the researchers’ previous studies of parrotlets, the second smallest parrot species, the diminutive birds flew back and forth between special perches while being recorded by five high-speed cameras. The perches—representing a variety of sizes and materials, including wood, foam, sandpaper, and Teflon—also contained sensors that captured the physical forces associated with the birds’ landings, perching, and takeoff.

“What surprised us was that they did the same aerial maneuvers, no matter what surfaces they were landing on,” says Roderick. “They let the feet handle the variability and complexity of the surface texture itself.” This formulaic behavior seen in every bird landing is why the “S” in SNAG stands for “stereotyped.”

Just like the parrotlets, SNAG approaches every landing in the same way. But, in order to account for the size of the quadcopter, SNAG is based on the legs of a peregrine falcon. In place of bones, it has a 3D-printed structure—which took 20 iterations to perfect—and motors and fishing line stand-in for muscles and tendons.

Each leg has its own motor for moving back and forth and another to handle grasping. Inspired by the way tendons route around the ankle in birds, a similar mechanism in the robot’s leg absorbs landing impact energy and passively converts it into grasping force.

The result is that the robot has an especially strong and high-speed clutch that can be triggered to close in 20 milliseconds. Once wrapped around a branch, SNAG’s ankles lock and an accelerometer on the right foot reports that the robot has landed and triggers a balancing algorithm to stabilize it.

During COVID-19, Roderick moved equipment, including a 3D printer, from Lentink’s lab to rural Oregon where he set up a basement lab for controlled testing.

There, he sent SNAG along a rail system that launched the robot at different surfaces, at predefined speeds and orientations, to see how it performed in various scenarios. With SNAG held in place, Roderick also confirmed the robot’s ability to catch objects thrown by hand, including a prey dummy, a corn hole bean bag, and a tennis ball. Lastly, Roderick and SNAG ventured into the nearby forest for some trial runs in the real world.

Overall, SNAG performed so well that next steps in development would likely focus on what happens before landing, such as improving the robot’s situational awareness and flight control.


There are countless possible applications for this robot, including search and rescue and wildfire monitoring; it can also be attached to technologies other than drones.

SNAG’s proximity to birds also allows for unique insights into avian biology. For example, the researchers ran the robot with two different toe arrangements—anisodactyl, which has three toes in front and one in back, like a peregrine falcon, and zygodactyl, which has two toes in front and two in back, like a parrotlet.

They found, to their surprise, that there was very little performance difference between the two. For Roderick, whose parents are both biologists, one of the most exciting possible applications for SNAG is in environmental research. To that end, the researchers also attached a temperature and humidity sensor to the robot, which Roderick used to record the microclimate in Oregon.

“Part of the underlying motivation of this work was to create tools that we can use to study the natural world,” says Roderick. “If we could have a robot that could act like a bird, that could unlock completely new ways of studying the environment.”

Lentink, co-chair of the biomimetics group and associate professor of science and engineering at the University of Groningen in the Netherlands, as well as senior author of the paper, commends Roderick’s persistence in what proved to be a years-long project. “It was really Will talking with several ecologists at Berkeley six years ago and then writing his NSF Fellowship on perching aerial robots for environmental monitoring that launched this research,” Lentink says.

“Will’s research has proven to be timely because there now is a 10 million dollar XPRIZE for this challenge to monitor biodiversity in rainforests.”

The Air Force Office of Scientific Research and the National Science Foundation funded the work.

This article was originally published in Futurity. It has been republished under the Attribution 4.0 International license.