• Home
  • News
  • Fortune 500
  • Tech
  • Finance
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechDrones

Caltech Researchers Are Training a Drone to Herd Flocks of Birds Away from Airports

By
Kevin Kelleher
Kevin Kelleher
Down Arrow Button Icon
By
Kevin Kelleher
Kevin Kelleher
Down Arrow Button Icon
August 7, 2018, 7:36 PM ET

Researchers have developed an algorithm that can pilot an unmanned, off-the-shelf drone to herd flocks of birds away from the airspace surrounding airports.

The inspiration for the research came from US Airways Flight 1549, which in 2009 struck a flock of geese shortly after taking off and was safely navigated into a landing on the Hudson River by pilot Chesley “Sully” Sullenberger. The idea is to use drones to avoid such scenarios in the future.

The algorithm, developed by researchers at Caltech, draws on computer models of the behavior of birds inside flocks, such as collision avoidance and velocity matching. It can allow a single drone to fly alongside flocks of birds to adjust their paths away from air traffic.

Current strategies to keep flocks away from airplanes include trained falcons to scare birds off and using hand-piloted drones. Both of those strategies can be costly, and the human-navigated drones to often steer too close to the birds.

“When herding birds away from an airspace, you have to be very careful in how you position your drone,” Soon-Jo Chung, an associate professor at Caltech who led the robotic-herding research, told the science-news site TechXplore. “If it’s too far away, it won’t move the flock. And if it gets too close, you risk scattering the flock and making it completely uncontrollable. That’s difficult to do with a piloted drone.”

The algorithm steers the drone to approach just close enough to a flock to appear to be a threat but without panicking the birds into dispersing into their own individual, unpredictable paths.

Chung’s team tested the algorithm in a remote area of Korea on a flock of egrets and a flock of loons. They discovered that, when the drone approached a flock gradually and then flew alongside at a certain distance, it had the desired effect of herding the birds.

A paper discussing the robotic herding noted that further experiments need to take place before the algorithm is ready to take flight in the wild.

About the Author
By Kevin Kelleher
See full bioRight Arrow Button Icon

Latest in Tech

personalized
AIGoogle
Google VP says the AI revolution is just a matter of time: ‘The younger generation is really feeling like it’s a native part of how they work’
By Nick LichtenbergDecember 4, 2025
50 minutes ago
ServiceNow president Amit Zavery
AIServiceNow
ServiceNow’s president says acquiring identity and access management platform Veza will help customers track the whereabouts of AI agents
By Jeremy KahnDecember 4, 2025
1 hour ago
NewslettersTerm Sheet
How Anthropic grew—and what the $183 billion giant faces next
By Allie GarfinkleDecember 4, 2025
2 hours ago
Andrew Ross Sorkin and Alex Karp speak onstage during The New York Times DealBook Summit 2025 at Jazz at Lincoln Center on December 03, 2025 in New York City.
C-Suitepalantir
Palantir CEO Alex Karp defends being an ‘arrogant prick’—and says more CEOs should be, too
By Eva RoytburgDecember 4, 2025
3 hours ago
Apple head of user interface design Alan Dye speaking in a video for the company's 2025 WWDC event. (Courtesy Apple)
NewslettersFortune Tech
Meta poaches Apple interface design chief Alan Dye
By Andrew NuscaDecember 4, 2025
3 hours ago
InnovationBrainstorm Design
Should form always follow function? Architect Ole Scheeren isn’t sure: ‘We think of buildings as living organisms’
By Christina PantinDecember 4, 2025
7 hours ago

Most Popular

placeholder alt text
North America
Jeff Bezos and Lauren Sánchez Bezos commit $102.5 million to organizations combating homelessness across the U.S.: ‘This is just the beginning’
By Sydney LakeDecember 2, 2025
2 days ago
placeholder alt text
Economy
Ford workers told their CEO 'none of the young people want to work here.' So Jim Farley took a page out of the founder's playbook
By Sasha RogelbergNovember 28, 2025
6 days ago
placeholder alt text
North America
Anonymous $50 million donation helps cover the next 50 years of tuition for medical lab science students at University of Washington
By The Associated PressDecember 2, 2025
2 days ago
placeholder alt text
C-Suite
MacKenzie Scott's $19 billion donations have turned philanthropy on its head—why her style of giving actually works
By Sydney LakeDecember 2, 2025
2 days ago
placeholder alt text
Innovation
Google CEO Sundar Pichai says we’re just a decade away from a new normal of extraterrestrial data centers
By Sasha RogelbergDecember 1, 2025
3 days ago
placeholder alt text
Economy
Scott Bessent calls the Giving Pledge well-intentioned but ‘very amorphous,’ growing from ‘a panic among the billionaire class’
By Nick LichtenbergDecember 3, 2025
20 hours ago
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map

© 2025 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.