Title :
Integration of communication and control using discrete time Kuramoto models for multivehicle coordination over broadcast networks
Author :
Klein, Daniel J. ; Lee, Phillip ; Morgansen, Kristi A. ; Javidi, Tara
Author_Institution :
Washington Univ., Seattle
Abstract :
This paper considers the integration of communication and control with respect to the task of coordinated heading control for a group of N vehicles. The heading control employed on each vehicle is a discretization of the well-known Kuramoto model of nonlinearly coupled oscillators. Stability for both all-to-all and random one-to-all broadcasts is shown to be dependent on the coupling strength, K, and the time discretization, DeltaT. For a desired system performance, DeltaT imposes a tight deadline by which the state information (M bits) must be propagated through the communication network. Routing optimization with respect to minimizing energy consumption is formulated considering the DeltaT deadline. Multi-hopping is optimal if time permits, but one-to-all broadcasting is more energy efficient when M/DeltaT is sufficiently large.
Keywords :
discrete time systems; distributed control; stability; vehicles; broadcast networks; coordinated heading control; discrete time Kuramoto models; multivehicle coordination; nonlinearly coupled oscillators; routing optimization; stability; Broadcasting; Communication networks; Communication system control; Couplings; Energy consumption; Oscillators; Routing; Stability; System performance; Vehicles;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434294