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Study Results from Singapore Institute of Manufacturing Technology Provide New Insights into Sensor Research (Multi-agent cooperative target search)

August 12, 2014



By a News Reporter-Staff News Editor at Journal of Technology -- Current study results on Sensor Research have been published. According to news reporting originating in Singapore, Singapore, by VerticalNews journalists, research stated, "This paper addresses a vision-based cooperative search for multiple mobile ground targets by a group of unmanned aerial vehicles (UAVs) with limited sensing and communication capabilities. The airborne camera on each UAV has a limited field of view and its target discriminability varies as a function of altitude."

The news reporters obtained a quote from the research from the Singapore Institute of Manufacturing Technology, "First, by dividing the whole surveillance region into cells, a probability map can be formed for each UAV indicating the probability of target existence within each cell. Then, we propose a distributed probability map updating model which includes the fusion of measurement information, information sharing among neighboring agents, information decay and transmission due to environmental changes such as the target movement. Furthermore, we formulate the target search problem as a multi-agent cooperative coverage control problem by optimizing the collective coverage area and the detection performance. The proposed map updating model and the cooperative control scheme are distributed, i.e., assuming that each agent only communicates with its neighbors within its communication range."

According to the news reporters, the research concluded: "Finally, the effectiveness of the proposed algorithms is illustrated by simulation."

For more information on this research see: Multi-agent cooperative target search. Sensors, 2014;14(6):9408-28. (Elsevier - www.elsevier.com; Sensors - www.elsevier.com/wps/product/cws_home/504103)

Our news correspondents report that additional information may be obtained by contacting J. Hu, Singapore Institute of Manufacturing Technology, Singapore 638075, Singapore. Additional authors for this research include L. Xie, J. Xu and Z. Xu.

Keywords for this news article include: Asia, Sensor Research.

Our reports deliver fact-based news of research and discoveries from around the world. Copyright 2014, NewsRx LLC


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Source: Journal of Technology


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