JAREE (Journal on Advanced Research in Electrical Engineering)
Vol 1, No 2 (2017): October

Comparison of Gradient Estimation in Cooperative Multi-Agent Source Seeking

Mochammad Sahal (Institut Teknologi Sepuluh Nopember)
Zulkifli Hidayat (Institut Teknologi Sepuluh Nopember)
Abdullah Alkaff (Institut Teknologi Sepuluh Nopember)



Article Info

Publish Date
02 Oct 2017

Abstract

Agent-based source seeking problem is addressed in this paper. This problem is relevant in, e.g., in hazardous gas leak in a chemical disaster.  In the cooperative search, agents develop a formation to effectively search the source by communicating one to another via a communication topology. The source, or the search target, is represented by a scalar field y which might describe a temperature level, hazardous concentration of substances or vapor. Every agent has the information on its own position and the value of y at any instance. The agents are identical modeled as single and double integrator. Consensus filter is used to control the agent formation and comparison three types of gradient estimation are employed to search the source.  Experiments show that the proposed schemes give good performance to solve cooperative search for source seeking problem Keywords: cooperative source seeking, source seeking, formation control, gradient estimation

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Journal Info

Abbrev

jaree

Publisher

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

JAREE is an Open Access Journal published by the Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Surabaya – Indonesia. Published twice a year every April and October, JAREE welcomes research papers with topics including power and energy systems, telecommunications ...