{"product_id":"9781118450567","title":"Integrated Tracking, Classification, and Sensor Management: Theory and Applications","description":"\u003cp\u003e\u003cb\u003eA unique guide to the state of the art of tracking, classification, and sensor management\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThis book addresses the tremendous progress made over the last few decades in algorithm development and mathematical analysis for filtering, multi-target multi-sensor tracking, sensor management and control, and target classification. It provides for the first time an integrated treatment of these advanced topics, complete with careful mathematical formulation, clear description of the theory, and real-world applications.\u003c\/p\u003e \u003cp\u003eWritten by experts in the field, \u003ci\u003eIntegrated Tracking, Classification, and Sensor Management\u003c\/i\u003e provides readers with easy access to key Bayesian modeling and filtering methods, multi-target tracking approaches, target classification procedures, and large scale sensor management problem-solving techniques. Features include:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eAn accessible coverage of random finite set based multi-target filtering algorithms such as the Probability Hypothesis Density filters and multi-Bernoulli filters with focus on problem solving\u003c\/li\u003e \u003cli\u003eA succinct overview of the track-oriented MHT that comprehensively collates all significant developments in filtering and tracking\u003c\/li\u003e \u003cli\u003eA state-of-the-art algorithm for hybrid Bayesian network (BN) inference that is efficient and scalable for complex classification models\u003c\/li\u003e \u003cli\u003eNew structural results in stochastic sensor scheduling and algorithms for dynamic sensor scheduling and management\u003c\/li\u003e \u003cli\u003eCoverage of the posterior Cramer-Rao lower bound (PCRLB) for target tracking and sensor management\u003c\/li\u003e \u003cli\u003eInsight into cutting-edge military and civilian applications, including intelligence, surveillance, and reconnaissance (ISR)\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWith its emphasis on the latest research results, \u003ci\u003eIntegrated Tracking, Classification, and Sensor Management\u003c\/i\u003e is an invaluable guide for researchers and practitioners in statistical signal processing, radar systems, operations research, and control theory.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47134350770416,"sku":"9781118450567","price":160.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781118450567_p0.jpg?v=1763759133","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781118450567","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}