{"product_id":"random-processes-filtering-estimation-and-detection-hardback-9780471259756","title":"Random Processes; Filtering, Estimation, and Detection (Hardback) 9780471259756","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eRandom Processes\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eFiltering, Estimation, and Detection\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eLonnie C. Ludeman (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471259756, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 24 January 2003\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e632 pages, Drawings: 187 B\u0026amp;W, 0 Color\u003cbr\u003e24.2 x 16 x 3.3 cm, 1 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e\"The reader will find an excellent presentation ranging from the basic concepts of probability theory to the advanced topics of RP, filtering, estimation and detection.\" (\u003ci\u003eIIE Transactions on Operations Engineering\u003c\/i\u003e)\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eAn understanding of random processes is crucial to many engineering fields-including communication theory, computer vision, and digital signal processing in electrical and computer engineering, and vibrational theory and stress analysis in mechanical engineering. The filtering, estimation, and detection of random processes in noisy environments are critical tasks necessary in the analysis and design of new communications systems and useful signal processing algorithms. Random Processes: Filtering, Estimation, and Detection clearly explains the basics of probability and random processes and details modern detection and estimation theory to accomplish these tasks.\u003cbr\u003eIn this book, Lonnie Ludeman, an award-winning authority in digital signal processing, joins the fundamentals of random processes with the standard techniques of linear and nonlinear systems analysis and hypothesis testing to give signal estimation techniques, specify optimum estimation procedures, provide optimum decision rules for classification purposes, and describe performance evaluation definitions and procedures for the resulting methods. The text covers four main, interrelated topics:\u003cbr\u003e\u003cbr\u003e* Probability and characterizations of random variables and random processes\u003cbr\u003e* Linear and nonlinear systems with random excitations\u003cbr\u003e* Optimum estimation theory including both the Wiener and Kalman Filters\u003cbr\u003e* Detection theory for both discrete and continuous time measurements\u003cbr\u003e\u003cbr\u003eLucid, thorough, and well-stocked with numerous examples and practice problems that emphasize the concepts discussed, Random Processes: Filtering, Estimation, and Detection is an understandable and useful text ideal as both a self-study guide for professionals in the field and as a core text for graduate students.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003ePreface xv\u003c\/p\u003e \u003cp\u003e1 Experiments and Probability 1\u003c\/p\u003e \u003cp\u003e2 Random Variables 37\u003c\/p\u003e \u003cp\u003e3 Estimation of Random Variables 133\u003c\/p\u003e \u003cp\u003e4 Random Processes 179\u003c\/p\u003e \u003cp\u003e5 Linear Systems: Random Processes 247\u003c\/p\u003e \u003cp\u003e6 Nonlinear Systems: Random Processes 295\u003c\/p\u003e \u003cp\u003e7 Optimum Linear Filters: The Wiener Approach 335\u003c\/p\u003e \u003cp\u003e8 Optimum Linear Systems: The Kalman Approach 383\u003c\/p\u003e \u003cp\u003e9 Detection Theory: Discrete Observation 423\u003c\/p\u003e \u003cp\u003e10 Detection Theory: Continuous Observation 511\u003c\/p\u003e \u003cp\u003eAppendixes\u003c\/p\u003e \u003cp\u003eIndex 599\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Electronics \u0026amp; communications engineering [\u003ca title=\"See our other books on Electronics \u0026amp; communications engineering\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Electronics%20\u0026amp;%20communications%20engineering%20%5BTJ%5D%22\"\u003eTJ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-IEEE Press","offers":[{"title":"Brand New","offer_id":52286376509720,"sku":"9780471259756","price":139.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471259756.jpg?v=1781550874","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/random-processes-filtering-estimation-and-detection-hardback-9780471259756","provider":"Freshly Printed Books","version":"1.0","type":"link"}