Robotic Herding of a Flock of Birds Using an Unmanned Aerial Vehicle

被引:88
作者
Paranjape, Aditya A. [1 ]
Chung, Soon-Jo [2 ]
Kim, Kyunam [2 ]
Shim, David Hyunchul [3 ]
机构
[1] Imperial Coll London, Dept Aeronaut, London SW7 2AZ, England
[2] CALTECH, Grad Aerosp Lab, Pasadena, CA 91125 USA
[3] Korea Adv Inst Sci & Technol, Dept Elect Engn, Daejeon 305701, South Korea
基金
美国国家科学基金会;
关键词
Aerial robotics; biologically inspired robots; field robots; motion control; CONCURRENT SYNCHRONIZATION; SHEPHERDING BEHAVIORS; COLLECTIVE BEHAVIOR; LAGRANGIAN SYSTEMS; STURNUS-VULGARIS; STARLING FLOCKS; NETWORKS; STABILITY; PREDATION; ALGORITHMS;
D O I
10.1109/TRO.2018.2853610
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this paper, we derive an algorithm for enabling a single robotic unmanned aerial vehicle to herd a flock of birds away from a designated volume of space, such as the air space around an airport. The herding algorithm, referred to as the m-waypoint algorithm, is designed using a dynamic model of bird flocking based on Reynolds' rules. We derive bounds on its performance using a combination of reduced-order modeling of the flock's motion, heuristics, and rigorous analysis. A unique contribution of the paper is the experimental demonstration of several facets of the herding algorithm on flocks of live birds reacting to a robotic pursuer. The experiments allow us to estimate several parameters of the flocking model, and especially the interaction between the pursuer and the flock. The herding algorithm is also demonstrated using numerical simulations.
引用
收藏
页码:901 / 915
页数:15
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