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On a Decentralized Active Sensing Strategy using Mobile Sensor Platforms in a Network
Abstract In this paper, we consider the problem of …
In this paper, we consider the problem of active sensing using mobile sensor nodes that are jointly estimating the state of a dynamic target as a sensor network. We propose a gradient search-based decentralized algorithm that demonstrates the benefits of distributed sensing. We then examine the task of tracking multiple targets. We use a greedy algorithm for associating sensors with targets along with the gradientsearch strategy for sensor vehicle motion planning. Simulation results show that these simple decentralized strategies perform quite well and the sensor nodes exhibit interesting cooperative behavior.
exhibit interesting cooperative behavior.  +
Authors Timothy H. Chung, Vijay Gupta, Joel W. Burdick, Richard M. Murray  +
ID 2004a  +
Source 2004 Conference on Decisoin and Control (CDC)  +
Tag cgbm04-cdc  +
Title On a Decentralized Active Sensing Strategy using Mobile Sensor Platforms in a Network +
Type Conference Paper  +
Categories Papers
Modification date
This property is a special property in this wiki.
15 May 2016 06:18:27  +
URL
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http://www.cds.caltech.edu/~murray/preprints/cgbm04-cdc.pdf  +
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