Title :
Guaranteed cost consensus for second-order multi-agent systems with fixed topologies
Author :
Wang Zhong ; Xi Jian-xiang ; Yao Zhi-cheng ; Liu Guang-bin
Author_Institution :
Dept. of Control Eng., High-Tech Inst. of Xi´an, Xi´an, China
Abstract :
The consensus regulation performance for second-order multi-agent systems was analyzed in the literature, but there were few literatures to consider the control energy consumption. In the current paper, guaranteed cost consensus problems for second-order multi-agent systems with fixed topologies are investigated to find a tradeoff between the consensus regulation performance and the control energy consumption. Firstly, based on states errors among neighboring agents and control inputs of all the agents, a cost function is constructed. Secondly, by the state space decomposition approach and the Lyapunov method, a sufficient condition for the guaranteed cost consensus is given and an upper bound of the cost function is determined. It should be pointed out that the condition is related to the second smallest and the maximum eigenvalues of the Laplacian matrix of the interaction topology. Thirdly, an approach is presented to obtain the consensus function when second-order multi-agent systems achieve guaranteed cost consensus. Finally, the theoretical results are validated by simulations.
Keywords :
Laplace equations; Lyapunov matrix equations; eigenvalues and eigenfunctions; multi-robot systems; state-space methods; topology; Laplacian matrix; Lyapunov method; consensus regulation performance; control energy consumption; control inputs; cost function; fixed topologies; guaranteed cost consensus problems; interaction topology; maximum eigenvalues; neighboring agents; second-order multiagent systems; state space decomposition approach; states errors; Cost function; Eigenvalues and eigenfunctions; Energy consumption; Laplace equations; Multi-agent systems; Topology; Trajectory; Fixed Topology; Guaranteed Cost Consensus; Multi-agent System; Second-order;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896776