DocumentCode :
253489
Title :
Analysis of the effects of failure and noise in the distributed connectivity maintenance of a multi-robot system
Author :
Battagello, Vinicius A. ; Ribeiro, Carlos H. C.
Author_Institution :
Postgrad. Program Comput. & Electron. Eng. Technol., Inst. of Aeronaut. (ITA), São José dos Campos, Brazil
fYear :
2014
fDate :
19-21 Nov. 2014
Firstpage :
427
Lastpage :
432
Abstract :
To perform cooperative tasks in a decentralized manner, multi-robot systems are often required to communicate with each other. Therefore, maintaining the communication graph connectivity is a fundamental issue. In this paper, we analyse the effects of different types of disturbances (failure and noise) in the communication between agents, upon a connectivity maintenance control strategy. The results show that the connectivity strategy is resilient to the negative effects of such disturbances under realistic settings that consider a bandwidth limit for the control effort. This opens the perspective of applying the connectivity maintenance strategy in adaptive schemes that consider, for instance, autonomous adaptation to constraints other than connectivity itself, e.g. communication efficiency and energy harvesting.
Keywords :
control engineering computing; cooperative systems; graph theory; multi-robot systems; bandwidth limit; communication efficiency; communication failure; communication graph connectivity; connectivity maintenance control strategy; cooperative task; distributed connectivity maintenance; energy harvesting; multirobot system; noise effect; Eigenvalues and eigenfunctions; Estimation; Maintenance engineering; Multi-robot systems; Nickel; Noise; Robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
Conference_Location :
Budapest
Type :
conf
DOI :
10.1109/CINTI.2014.7028713
Filename :
7028713
Link To Document :
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