IEEE Transactions on Parallel and Distributed Systems · 2011 · 122 citations · 32 references
ComputingAutonomous SystemsDistributed SystemsParallel AlgorithmsSensor FusionDistributed Sensor NetworksDiversity TechniquesRadar Signal ProcessingRadar SystemsSensor NetworksSignal Detection TheoryDistributed Radar NetworksDoppler CompensationDoppler Shift AnalysisRadar Network ArchitectureRadar Network DesignResilienceSpatial DiversityTarget Detection
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.
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Sensor Review · 1999 · 6.1K citations · Full text
Natural Sciences, Electrical Engineering, Systems Engineering +9
Spatial Diversity in Radars—Models and Detection Performance
E. Fishler, Alexander M. Haimovich, Rick S. Blum et al. · IEEE Transactions on Signal Processing · 2006 · 1.6K citations
MIMO radar: an idea whose time has come
E. Fishler, Alexander M. Haimovich, Rick S. Blum et al. · 2004 · 1.4K citations
The Critical Success Index as an Indicator of Warning Skill
Joseph T. Schaefer · Weather and Forecasting · 1990 · 873 citations · Full text