{"product_id":"foundations-and-applications-of-sensor-management-signals-and-communication-technology-0387278923","title":"Foundations and Applications of Sensor Management (Signals and Communication Technology)","description":"\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 0387278923\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Hero, Alfred Olivier\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e New\u003c\/p\u003e\u003cp\u003eFoundations and Applications of Sensor Management 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.The 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.Foundations and Applications of Sensor Management is an important reference for signal processing and control engineers and researchers as well as machine learning application developers.\u003c\/p\u003e","brand":"Mia Karts","offers":[{"title":"Default Title","offer_id":51823866839328,"sku":"NEW0387278923","price":95.54,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0980\/7426\/3840\/files\/61nb_Pq0XLL.jpg?v=1781204215","url":"https:\/\/miakarts.com\/products\/foundations-and-applications-of-sensor-management-signals-and-communication-technology-0387278923","provider":"Miakarts Books","version":"1.0","type":"link"}