{"product_id":"foundations-and-applications-of-sensor-management-9781441939111","title":"Foundations and Applications of Sensor Management","description":"\u003cp\u003e • Author(s): Alfred Olivier Hero\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Automation\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFoundations and Applications of Sensor Management\u003c\/strong\u003e presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling. It is written by leading experts in the field for a diverse engineering audience ranging from signal processing, to automatic control, statistics, and machine learning. The level of treatment of the book is tutorial and self-contained. \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe chapters of the book follow a logical development from theoretical foundations to approximate approaches and ending with applications. The coverage includes the following topics: stochastic control foundations of sensor management; multi-armed bandits and their connections to sensor management; information-theoretic approaches; managed sensing for multi-target tracking; approximation methods based on embedded simulation; active learning for classification and sampling; and waveform scheduling for radar. An appendix is included to provide essential background on topics the reader may not have encountered as a first-year graduate student: Markov decision processes; information theory; and stopping times.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eFoundations and Applications of Sensor Management\u003c\/strong\u003e is an important reference for signal processing and control engineers and researchers as well as machine learning application developers.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274157645975,"sku":"9781441939111","price":11017.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781441939111.webp?v=1769279059","url":"https:\/\/atlanticbooks.com\/products\/foundations-and-applications-of-sensor-management-9781441939111","provider":"Atlantic Books","version":"1.0","type":"link"}