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    Time-varying formation tracking for noisy multi-agent systems with unknown leader trajectory

    , Article Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering ; Volume 236, Issue 7 , 2022 , Pages 1386-1399 ; 09596518 (ISSN) Zaeri Amirani, M ; Bigdeli, N ; Haeri, M ; Sharif University of Technology
    SAGE Publications Ltd  2022
    Abstract
    In this article, time-varying formation tracking problem for multi-agent systems is investigated. It is assumed the number of agents is changing and obstacles should be avoided along the trajectory. In addition, the tracking formation should be reached while the leader trajectory is unknown and communication data are noisy. To reach the desired formation tracking, first, a virtual leader is constructed using the local neighbouring data. Second, the reference signal is created based on the virtual leader and the leader data (which is available for some agents). The data fusion at this stage is done based on Kalman filtering to reduce the effect of communication noise. Third, an integral state...