2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601) · 2004 · 138 citations · 26 references
ComputingComputer SystemsDistributed SystemsMobile ComputingSensorsDistributed AlgorithmsDistributed SensingDistributed Sensor NetworksMobile SensingSensor NetworksWireless Sensor NetworksActive SensingDecentralized EstimationDecentralized State EstimationDistributed Target TrackingDistributed TrackingMobile Sensor NetworksNetworked Sensor SystemsSensor Network Architectures
In this paper, we consider the problem of active sensing using mobile nodes as a sensor network to estimate the state of a dynamic target. We propose a gradient-search-based decentralized algorithm that demonstrates the benefits of distributed sensing. We then examine the task of tracking multiple targets, and address it via a simple extension to our algorithm. Simulation results show that our simple decentralized approach performs quite well and leads to interesting cooperative behavior.
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<i>Tracking and Data Association</i>
Yaakov Bar‐Shalom, Thomas Fortmann, Peter G. Cable · The Journal of the Acoustical Society of America · 1990 · 3.1K citations · Full text
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