{"product_id":"foundations-and-applications-of-sensor-management-von-alfred-olivier-hero-keith-kastella-david-castanon-doug-cochran-hrsg-1","title":"Foundations and Applications of Sensor Management","description":"\n                                \n                \u003cp\u003e\n                                        \n                    \u003cstrong\u003eFoundations and Applications of Sensor Management\u003c\/strong\u003e\n                                         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. \n                \n                \u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \n                \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\n                                \n                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\n                                        \n                    \u003cstrong\u003eFoundations and Applications of Sensor Management\u003c\/strong\u003e\n                                         is an important reference for signal processing and control engineers and researchers as well as machine learning application developers.\n                \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780387278926\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781441939111\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780387278926","offer_id":40352043270237,"sku":"9780387278926","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781441939111","offer_id":39414804447325,"sku":"9781441939111","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/68540984-15cc-42fd-88a2-b57919e39c85.jpg?v=1778041654","url":"https:\/\/shop.autorenwelt.de\/products\/foundations-and-applications-of-sensor-management-von-alfred-olivier-hero-keith-kastella-david-castanon-doug-cochran-hrsg-1","provider":"Autorenwelt Shop","version":"1.0","type":"link"}