{"product_id":"digital-signal-and-image-processing-using-matlab-volume-3-advances-and-applications-the-stochastic-case-hardback-9781848217959","title":"Digital Signal and Image Processing using MATLAB, Volume 3; Advances and Applications, The Stochastic Case (Hardback) 9781848217959","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eDigital Signal and Image Processing using MATLAB, Volume 3\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eAdvances and Applications, The Stochastic Case\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eGérard Blanchet (Author), Maurice Charbit (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781848217959, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 6 October 2015\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e362 pages\u003cbr\u003e24.1 x 16.5 x 2.3 cm, 1.361 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eVolume 3 of the second edition of the fully revised and updated \u003ci\u003eDigital Signal and Image Processing using MATLAB\u003c\/i\u003e, after first two volumes on the \"Fundamentals\" and \"Advances and Applications: The Deterministic Case\", focuses on the stochastic case. It will be of particular benefit to readers who already possess a good knowledge of MATLAB, a command of the fundamental elements of digital signal processing and who are familiar with both the fundamentals of continuous-spectrum spectral analysis and who have a certain mathematical knowledge concerning Hilbert spaces.\u003c\/p\u003e \u003cp\u003eThis volume is focused on applications, but it also provides a good presentation of the principles. A number of elements closer in nature to statistics than to signal processing itself are widely discussed. This choice comes from a current tendency of signal processing to use techniques from this field.\u003c\/p\u003e \u003cp\u003eMore than 200 programs and functions are provided in the MATLAB language, with useful comments and guidance, to enable numerical experiments to be carried out, thus allowing readers to develop a deeper understanding of both the theoretical and practical aspects of this subject.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eForeword ix \u003cp\u003eNotations and Abbreviations xiii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Mathematical Concepts 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1.1 Basic concepts on probability 1\u003c\/p\u003e \u003cp\u003e1.2 Conditional expectation 9\u003c\/p\u003e \u003cp\u003e1.3 Projection theorem 10\u003c\/p\u003e \u003cp\u003e1.4 Gaussianity 13\u003c\/p\u003e \u003cp\u003e1.5 Random variable transformation 18\u003c\/p\u003e \u003cp\u003e1.6 Fundamental statistical theorems 21\u003c\/p\u003e \u003cp\u003e1.7 Other important probability distributions 23\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Statistical Inferences 25\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Statistical model 25\u003c\/p\u003e \u003cp\u003e2.2 Hypothesis tests 27\u003c\/p\u003e \u003cp\u003e2.3 Statistical estimation 41\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Monte-Carlo Simulation 85\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Fundamental theorems 85\u003c\/p\u003e \u003cp\u003e3.2 Stating the problem 86\u003c\/p\u003e \u003cp\u003e3.3 Generating random variables 88\u003c\/p\u003e \u003cp\u003e3.4 Variance reduction 99\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Second Order Stationary Process 107\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Statistics for empirical correlation 107\u003c\/p\u003e \u003cp\u003e4.2 Linear prediction of WSS processes 111\u003c\/p\u003e \u003cp\u003e4.3 Non-parametric spectral estimation of WSS processes 124\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Inferences on HMM 139\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 Hidden Markov Models (HMM) 130\u003c\/p\u003e \u003cp\u003e5.2 Inferences on HMM 142\u003c\/p\u003e \u003cp\u003e5.3 Gaussian linear case: the Kalman filter 143\u003c\/p\u003e \u003cp\u003e5.4 Discrete finite Markov case 152\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Selected Topics 163\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 High resolution methods 163\u003c\/p\u003e \u003cp\u003e6.2 Digital Communications 186\u003c\/p\u003e \u003cp\u003e6.3 Linear equalization and the Viterbi algorithm 211\u003c\/p\u003e \u003cp\u003e6.4 Compression 220\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Hints and Solutions 235\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eH1 Mathematical concepts 235\u003c\/p\u003e \u003cp\u003eH2 Statistical inferences 237\u003c\/p\u003e \u003cp\u003eH3 Monte-Carlo simulation 269\u003c\/p\u003e \u003cp\u003eH4 Second order stationary process 283\u003c\/p\u003e \u003cp\u003eH5 Inferences on HMM 283\u003c\/p\u003e \u003cp\u003eH6 Selected Topics 300\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Appendices 317\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eA1 Miscellaneous functions 317\u003c\/p\u003e \u003cp\u003eA2 Statistical functions 318\u003c\/p\u003e \u003cp\u003eBibliography 329\u003c\/p\u003e \u003cp\u003eIndex 333\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-ISTE","offers":[{"title":"Brand New","offer_id":52449392328984,"sku":"9781848217959","price":110.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781848217959.jpg?v=1785197883","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/digital-signal-and-image-processing-using-matlab-volume-3-advances-and-applications-the-stochastic-case-hardback-9781848217959","provider":"Freshly Printed Books","version":"1.0","type":"link"}