Centre de documentation
scientifique

Signal Processing / Charles L. Byrne (2014)  

Public Titre : Signal Processing : A Mathematical Approach Type de document : Monographie Auteurs : Charles L. Byrne, Auteur Editeur : Boca Raton, New York, ... : CRC Press Année de publication : 2014 Importance : 397 p. Format : 16 x 23 cm ISBN/ISSN/EAN : 978-0-429-15871-1 Note générale : bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement du signal [Termes IGN] détection du signal [Termes IGN] écho radar [Termes IGN] filtre de Wiener [Termes IGN] phase [Termes IGN] probabilités [Termes IGN] propagation du signal [Termes IGN] reconstruction d'image [Termes IGN] série de Fourier [Termes IGN] signal acoustique [Termes IGN] tomographie [Termes IGN] transformation de Fourier [Termes IGN] transformation en ondelettes Résumé : (éditeur) A practical guide to the mathematics behind signal processing, this book provides the essential mathematical background and tools necessary to understand and employ signal processing techniques. Topics addressed include: - Fourier series and transforms in one and several variables, - applications to acoustic and electromagnetic propagation models, - transmission and emission tomography and image reconstruction, - optimization techniques, - high-resolution methods, and more. The emphasis is on the general problem of extracting information from limited data obtained by some form of remote sensing: acoustic or radar processing, satellite imaging, or medical tomographic scanning. Note de contenu : 1- Introduction 2- Fourier Series and Fourier Transforms 3- Remote Sensing 4- Finite-Parameter Models 5- Transmission and Remote Sensing 6- The Fourier Transform and Convolution Filtering 7- Infinite Sequences and Discrete Filters 8- Convolution and the Vector DFT 9- Plane-Wave Propagation 10- The Phase Problem 11- Transmission Tomography 12- Random Sequences 13- Nonlinear Methods 14- Discrete Entropy Maximization 15- Analysis and Synthesis 16- Wavelets 17- The BLUE and the Kalman Filter 18- Signal Detection and Estimation 19- Inner Products 20- Wiener Filtering 21- Matrix Theory 22- Compressed Sensing 23- Probability 24- Using the Wave Equation 25- Reconstruction in Hilbert Space 26- Some Theory of Fourier Analysis 27- Reverberation and Echo Cancellation Numéro de notice : 25846 Affiliation des auteurs : non IGN Thématique : IMAGERIE/MATHEMATIQUE Nature : Monographie En ligne : https://www.taylorfrancis.com/books/9780429158711 Format de la ressource électronique : URL Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=95260