Journal
INFORMATION FUSION
Volume 38, Issue -, Pages 55-64Publisher
ELSEVIER
DOI: 10.1016/j.inffus.2017.02.002
Keywords
Wireless Sensor Network (WSN); ELectronic-signals INTelligence (ELINT); False Alarm (FA); Correct Detection (CD); Clustering; Energy consumption
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In this paper, we consider a surveillance scenario, where nodes of a Wireless Sensor Network (WSN) cooperate to detect an event of interest, e.g., the presence of a mobile target in a monitored region. The considered scenario refers, for example, to ELectronic-signals INTelligence (ELINT), since detection is based on sensing the presence of anomalous electromagnetic signals in the monitored area. Leveraging previous results in the field of cognitive wireless networking, we derive proper decision and fusion strategies. We investigate both clustered (where no direct communication between sensors and the Communication and Control center, C2, is allowed and intermediate data fusion is performed at Cluster Heads, CHs) and unclustered (with direct communications between sensor nodes and the C2). System performance is analyzed in terms of False Alarm (FA)/Correct Detection (CD) probabilities and energy consumption, quantifying inherent tradeoffs between these performance indicators. (C) 2017 Elsevier B.V. All rights reserved.
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