Title :
Finite-time consensus on the median value by discontinuous control
Author :
Franceschelli, Mauro ; Giua, Alessandro ; Pisano, Alessandro
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Cagliari, Cagliari, Italy
Abstract :
In this paper we propose a novel protocol to solve the consensus on the median value problem, i.e., the decentralized agreement problem for networked multi-agent systems where the quantity of interest is the median value as opposed to the average value of the agents´ states. The median value is a statistical measure particularly robust to the existence of outlier agents which are a significant issue in large scale averaging networks. The proposed protocol achieves consensus on the median value in finite time by exploiting a discontinuous local interaction rule.
Keywords :
multi-robot systems; networked control systems; statistical analysis; decentralized agreement problem; discontinuous control; discontinuous local interaction rule; finite-time consensus; large scale averaging networks; median value problem; networked multi-agent systems; statistical measure; Convergence; Force; Multi-agent systems; Network topology; Protocols; Robustness; Vectors; Agents-based systems; Autonomous systems; Cooperative control;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859201