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