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Connectivity Maintenance of Nonlinear Multi-Agent Robotic System Subject to Minimizing Channel Path Attenuation

عنوان مقاله: Connectivity Maintenance of Nonlinear Multi-Agent Robotic System Subject to Minimizing Channel Path Attenuation
شناسه ملی مقاله: JR_IECO-7-4_001
منتشر شده در در سال 1403
مشخصات نویسندگان مقاله:

Sorush Akhlaghi Amiri - Engineering Faculty, Electrical Department, Ferdowsi University of Mashhad
Naser Pariz - Engineering Faculty, Electrical Department, Ferdowsi University of Mashhad
Mohammad Bagher Naghibi Sistani - Engineering Faculty, Electrical Department, Ferdowsi University of Mashhad

خلاصه مقاله:
In this paper, we propose the problem of connectivity maintenance for a group of robots that are connected with wireless communication. The communication between the agents is modeled by a fading channel, and the exchange of information is possible at permissible distances. The distributed controller is designed to maintain the global connectivity of the network communication graph. On the other hand, obtaining the best communication quality between agents is the definition of good network connectivity. Therefore, the Laplacian matrix is defined as a weighted graph according to the communication parameters. Initially, the controller uses the supergradation algorithm to remake the network Laplacian matrix for having a bigger second eigenvalue. While each agent in the network only has access to the neighbor's information. The control algorithm uses a multi-agent estimator to find the eigenvector corresponding to the second small eigenvalue. The formation problem has been considered in the second step after the reference topology has been obtained. Because of the nonlinear dynamics of the agents, the sliding mode controller has been used for this purpose. This robust controller could be a suitable choice due to the modeling uncertainty and sensor measurement uncertainty. Finally, an example of multi-agent robots is provided to evaluate the algorithm.

کلمات کلیدی:
Multi-agent, Connectivity maintenance, Channel fading, Sliding mode control

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/2101239/