UID:
almafu_9959328872602883
Format:
1 online resource (xxv, 648 pages) :
,
illustrations
ISBN:
9780470066492
,
0470066490
,
9780470066508
,
0470066504
,
1281135267
,
9781281135261
,
9786611135263
,
661113526X
Content:
The aim of this book is to provide a coherent and structured presentation of the theory and applications of statistical signal processing in three sections: Part 1: Basic Digital Signal Processing, which gives an introduction to the topic, discussing sampling and quantization, Fourier analysis and synthesis, Z-transform, and digital filters; Part 2: Model-based Signal Processing that covers probability and information models, Bayesian inference, Wiener filter, adaptive filters, linear prediction and hidden Markov models; and, Part 3: Applications of Signal Processing in Speech, Music, and Telecommunication, which explains the topics of speech and music processing, echo cancellation, deconvolution and channel equalization, and mobile communication signal processing.
Note:
pt. I. Basic digital signal processing. Introduction ; Fourier analysis and synthesis ; z-Transform ; Digital filters ; Sampling and quantisation -- pt. II. Model-based signal processing. Information theory and probability models ; Bayesian inference ; Least square error, Wiener-Kolmogrov filters ; Adaptive filters : Kalman, RLS, LMS ; Linear prediction models ; Hidden Markov models ; Eigen vector analysis, principal component analysis and independent component analysis -- pt. III. Applications of digital signal processing to speech, music and telecommunications. Music signal processing and auditory perception ; Speech processing ; Speech enhancement ; Echo cancellation ; Channel equalisation and blind deconvolution ; Signal processing in mobile communication.
Additional Edition:
Print version: Vaseghi, Saeed V. Multimedia signal processing. Chichester, England ; Hoboken, NJ : J. Wiley, ©2007
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470066508
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470066508
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470066508
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470066508
