DocumentCode :
1436826
Title :
Design and Analysis of Distributed Radar Sensor Networks
Author :
Jing Liang ; Qilian Liang
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Arlington, Arlington, TX, USA
Volume :
22
Issue :
11
fYear :
2011
Firstpage :
1926
Lastpage :
1933
Abstract :
In this paper, we design a network of distributed radar sensors that work in an ad hoc fashion, but are grouped together by an intelligent clusterhead. This system is named Radar Sensor Network (RSN). A RSN not only provides spatial resilience for target detection and tracking compared to traditional radars, but also alleviates inherent radar defects such as the blind speed problem. This interdisciplinary area offers a new paradigm for parallel and distributed sensor research. We propose both coherent and noncoherent RSN detection systems applying selection combination algorithm (SCA) performed by clusterhead to take the advantage of spatial diversity. Monte Carlo simulations show that proposed RSN can provide much better detection performance than that of single radar sensor for fluctuating targets, in terms of probability of false alarm and miss detection. We also analyze the impact of Doppler shift on both coherent and noncoherent RSN detection systems at the presence of clutter. The result is that the coherent system is more robust to the noncoherent RSN.
Keywords :
Monte Carlo methods; ad hoc networks; radar signal processing; radar tracking; target tracking; wireless sensor networks; Monte Carlo simulation; RSN detection system; ad hoc; blind speed problem; distributed radar sensor network; false alarm; intelligent clusterhead; miss detection; probability; radar defect; selection combination algorithm; spatial diversity; target detection; target tracking; Doppler radar; Doppler shift; Radar cross section; Radar detection; Signal to noise ratio; Distributed sensor; radar sensor networks; selection combination algorithm.; system design;
fLanguage :
English
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9219
Type :
jour
DOI :
10.1109/TPDS.2011.45
Filename :
5703085
Link To Document :
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