Title :
Consensus Control of mobile sensor networks with Markov switching topology under a given energy budget
Author :
Zhao, Yuan ; Guo, Ge ; Wei, Yue ; Gao, Zhenyu
Author_Institution :
School of Information Science and Technology, Dalian Maritime University, Dalian 116026, China
Abstract :
This paper investigates consensus seeking of mobile sensor networks (MSNs) with random switching topologies under a given energy budget. The network topology by which the sensors communicate with each other at any time is a directed graph (or digraph) with a spanning tree. The switching of topology is governed by a Markov chain. A set of distributed switching controllers for consensus seeking is derived in the context of stochastic stability analysis of Markovian jump systems. This is realized by defining a topology-aware energy cost function of the sensors and reducing the initial MSN dynamics to a Markovian jump system via state transformation. The obtained control protocol is topology-aware and hence applicable to MSNs with Markov switching topology, as illustrated by a numerical example.
Keywords :
Markov processes; Mobile communication; Network topology; Protocols; Robot sensing systems; Switches; Topology; Consensus; Markov switching topologies; guaranteed cost control; mean-square stability; mobile sensor network;
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
DOI :
10.1109/ChiCC.2015.7260731