"For those involved in the design and implementation of signal processing algorithms, this book strikes a balance between highly theoretical expositions and the more practical treatments, covering only those approaches necessary for obtaining an optimal estimator and analyzing its performance. Author Steven M. Kay discusses classical estimation followed by Bayesian estimation, and illustrates the theory with numerous pedagogical and real-world examples."--Cover, volume 1.
Fundamentals of Statistical Signal Processing, Volume 1: Estimation Theory
This book describes the essential tools and techniques of statistical signal processing.
With signal combining and detection methods now representing a key application of signal processing in communication systems, this book provides a range of key techniques for receiver design when multiple received signals are available.
Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software.
Bayesian inference in econometrics models using Monte Carlo integration. Econometrica, 57:1317-1339 ... Novel approach to nonlinear/non-Gaussian Bayesian state estimation. ... Numerical Bayesian methods applied to signal processing.
Fundamentals of Statistical Signal Processing. Vol.2(양장본 HardCover)
This is the first book to introduce and integrate advanced digital signal processing (DSP) and classification together, and the only volume to introduce state-of-the-art transforms including DFT, FFT, DCT, DHT, PCT, CDT, and ODT together ...
[298] G. Shafer. The Art of Causal Conjecture (MIT Press, 1996). (Cited on p. 477.) [299] G. Shafer and V. Vovk. Probability and Finance: It's Only a Game! (John Wiley & Sons, 2001). (Cited on pp. xxviii, 14, 268, 304, 308.) ...
Signal processing is an essential topic for all practicing and aspiring electrical engineers to understand no matter what specific area they are involved in. Originally published by McGraw-Hill* and now...
The purpose of this book is to introduce the reader to the basic theory of signal detection and estimation.