Skip to main content
  1. Home
  2. Emerging Tech
  3. News

Caltech is training drones to ‘herd’ flocks of birds. Here’s why

Add as a preferred source on Google
Chung Lab - Robotic Herding of a Flock of Birds Using an Unmanned Aerial Vehicle

Birds can cause a surprising amount of headaches for airplanes. Perhaps the most famous recent example of this was the 2009 “Miracle on the Hudson” incident, when pilots were forced to land on the Hudson River after U.S. Airways flight 1549 was struck by a flock of geese after takeoff. Engineers at the California Institute of Technology recently turned to science to find a solution to this problem. Their approach involves a new control algorithm that allows a single drone to herd a flock of birds away from an airport’s airspace. The results could potentially save lives.

Recommended Videos

“The existing bird-scaring techniques employed to avoid bird strikes on airfields include lasers, distress calls, gas cannons, flares, inflatable scarecrows, dogs, radio-controlled planes, shotguns, and live birds of prey,” Soon-Jo Chung, associate professor of Aerospace and Jet Propulsion Laboratory Research Scientist at Caltech, told Digital Trends. “According to surveys by the International Bird Strike Committee, none of those systems work adequately. Simply put, birds are too intelligent!”

Knowing the limitations of solutions like training falcons or having a ground-based pilot control an RC airplane, Chung’s team set out to create an autonomous technology which could help. Their drone-based system works by figuring out the best paths around a flock of birds to effectively herd the flock in a desired direction. To create the algorithm, the researchers modeled flocking behaviors, and then reverse engineered these to establish the ideal flight path for a drone to move the flock away from protected airspace — crucially, without dispersing it in the process.

The drone-based system was recently tested and was shown to be successful. The only current weakness comes when dealing with multiple, or larger, flocks. To that end, the researchers hope to find ways to scale the project to use multiple drones for situations in which there are multiple flocks of birds.

“Bird and other wildlife strikes on aircraft cause well over $400 million in damage annually to U.S. civil and military aviation, and $1.2 billion worldwide,” Chung said. “I also hear [about] wineries battling crows that are eating fruit before the harvest. Imagine a drone taking off autonomously, and herding these live animals away from your protected zone. That’s the future [vision] we are working on.”

A paper describing the work was recently published in the journal IEEE Transactions on Robotics.

Luke Dormehl
I'm a UK-based tech writer covering Cool Tech at Digital Trends. I've also written for Fast Company, Wired, the Guardian…
Students who use AI every day may be falling behind, while moderate users pull ahead
New global testing data suggests more AI in the classroom isn't automatically better.
Logo, Text

I assumed more AI access might help students learn faster. However, a new OECD study dispels that misconception for me and everyone else who gave their children a paid version of AI chatbots, thinking it would help them through their educational journey. 

According to PISA 2025 data from 760,000 students in 91 countries, students who use AI daily score meaningfully worse on standardized tests than their peers. The full picture is more complicated than a simple ban would fix.

Read more
XPENG just put its humanoid robot on the production line, and it walked itself out
IRON clocks in for its first shift
XPENG Iron

XPENG’s humanoid robot has officially joined the workforce, and it even got an employee badge. The Chinese automaker announced on September 8 that its next-generation IRON had completed assembly and autonomously walked off its newly commissioned humanoid robot production line in Guangzhou.

CEO He Xiaopeng then pinned a staff badge onto the robot, symbolically welcoming it to the XPENG team. It is a charming little ceremony for a machine that the company hopes will eventually become a regular part of everyday life. XPENG is moving IRON beyond R&D prototypes toward production-line manufacturing, applying the quality-control systems and manufacturing experience it has developed through its electric vehicle business.

Read more
An AI-designed drug might help slow aging, but we’re not there yet
The results hint at a possible anti-aging effect, but there’s still a long way to go before we know what it means.
medical test tubes

Rentosertib, a drug Insilico Medicine designed almost entirely using AI, was created to treat idiopathic pulmonary fibrosis, a disease that scars and stiffens the lungs over time. But fighting lung disease was only half the plan from the start.

According to a new study published in Nature Biotechnology, the drug's target was chosen specifically because it overlaps heavily with the biology of aging, and the whole trial was designed to test whether treating the lungs could also mean turning back the body's biological clock.

Read more