Title :
A control lyapunov function approach to human-swarm interactions
Author :
de la Croix, Jean-Pierre ; Egerstedt, Magnus
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
In this paper, we seek to establish formal guarantees for whether or not a given human-swarm interaction (HSI) is appropriate for achieving multi-robot tasks. Examples of such tasks include guiding a swarm of robots into a particular geometric configuration. In doing so, we define what it means to impose a HSI control structure on a multi-robot system. Control Lyapunov functions (CLFs) are used to prove that it is feasible for a user to achieve a particular geometric configuration with a multi-robot system under some selected HSI control structure. Several examples of multi-robot systems with unique HSI control structures are provided to illustrated the use of CLFs to establish feasibility.
Keywords :
Lyapunov methods; human-robot interaction; multi-robot systems; CLF; HSI control structure; control Lyapunov function approach; geometric configuration; human-swarm interaction; multi-robot system; robot swarm; Lyapunov methods; Multi-robot systems; Network topology; Robot sensing systems; Trajectory;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7172016