By Alfred O. Hero III, David A. Castañón (auth.), Alfred O. Hero III, David A. Castañón, Douglas Cochran, Keith Kastella (eds.)
Foundations and functions of Sensor Management offers the rising concept of sensor administration with purposes to real-world examples similar to landmine detection, adaptive sign and picture sampling, multi-target monitoring, and radar waveform scheduling. it truly is written by way of prime specialists within the box for a various engineering viewers starting from sign processing, to computerized keep watch over, information, and laptop studying. the extent of therapy of the ebook is educational and self-contained.
The chapters of the booklet keep on with a logical improvement from theoretical foundations to approximate techniques and finishing with purposes. The insurance contains the next issues: stochastic keep an eye on foundations of sensor administration; multi-armed bandits and their connections to sensor administration; information-theoretic techniques; controlled sensing for multi-target monitoring; approximation equipment in accordance with embedded simulation; lively studying for type and sampling; and waveform scheduling for radar. An appendix is incorporated to supply crucial historical past on themes the reader would possibly not have encountered as a first-year graduate pupil: Markov determination techniques; info conception; and preventing times.
Foundations and functions of Sensor Management is a crucial reference for sign processing and keep watch over engineers and researchers in addition to laptop studying software developers.
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