Advances in Adaptive Radar Detection and Range Estimation
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Beschreibung
This book provides a comprehensive and systematic framework for the design of adaptive architectures, which take advantage of the available a priori information to enhance the detection performance. Moreover, this framework also provides guidelines to develop decision schemes capable of estimating the target position within the range bin. To this end, the readers are driven step-by-step towards those aspects that have to be accounted for at the design stage, starting from the exploitation of system and/or environment information up to the use of target energy leakage (energy spillover), which allows inferring on the target position within the range cell under test.In addition to design issues, this book presents an extensive number of illustrative examples based upon both simulated and real-recorded data. Moreover, the performance analysis is enriched by considerations about the trade-off between performances and computational requirements.Finally, this book could be a valuable resource for PhD students, researchers, professors, and, more generally, engineers working on statistical signal processing and its applications to radar systems.
This book provides a comprehensive and systematic framework for the design of adaptive architectures, which take advantage of the available a priori information to enhance the detection performance. Moreover, this framework also provides guidelines to develop decision schemes capable of estimating the target position within the range bin. To this end, the readers are driven step-by-step towards those aspects that have to be accounted for at the design stage, starting from the exploitation of system and/or environment information up to the use of target energy leakage (energy spillover), which allows inferring on the target position within the range cell under test.In addition to design issues, this book presents an extensive number of illustrative examples based upon both simulated and real-recorded data. Moreover, the performance analysis is enriched by considerations about the trade-off between performances and computational requirements.Finally, thisbook could be a valuable resource for PhD students, researchers, professors, and, more generally, engineers working on statistical signal processing and its applications to radar systems.
Provides a comprehensive and systematic framework about the design of adaptive architectures Presents an extensive number of illustrative examples based upon both simulated and real-recorded data Valuable resources for readers working on statistical signal processing and its applications to radar systems
Autor*in
Chengpeng Hao
Themen in »Advances in Adaptive Radar Detection and Range Estimation«
adaptive radar detection range estimation sensor array target energy spillover constant false alarm rate (CFAR) generalized likelihood ratio test (GLRT) Rao test Wald test complex Wishart distribution covariance matrix estimation polarization diversity persymmetry symmetric spectrum Bayesian framework ground clutter