Statistical digital signal processing and modeling
Hayes, Monson H.
Statistical digital signal processing and modeling Monson H Hayes - Wiley Student Ed. - New Delhi : Wiley, ©2002. - xv, 608 pages : illustrations ; 26 cm
1. Introduction --
2. Background --
3. Discrete-Time Random Processes --
4. Signal Modeling --
5. The Levinson Recursion --
6. Lattice Filters --
7. Wiener Filtering --
8. Spectrum Estimation --
9. Adaptive Filtering --
The main thrust is to provide students with a solid understanding of a number of important and related advanced topics in digital signal processing such as Wiener filters, power spectrum estimation, signal modeling and adaptive filtering. Scores of worked examples illustrate fine points, compare techniques and algorithms and facilitate comprehension of fundamental concepts. Also features an abundance of interesting and challenging problems at the end of every chapter.
9788126516100
Signal processing -- Digital techniques
Signal processing -- Statistical methods
Signal processing -- Mathematical models
621.382 / HAY
Statistical digital signal processing and modeling Monson H Hayes - Wiley Student Ed. - New Delhi : Wiley, ©2002. - xv, 608 pages : illustrations ; 26 cm
1. Introduction --
2. Background --
3. Discrete-Time Random Processes --
4. Signal Modeling --
5. The Levinson Recursion --
6. Lattice Filters --
7. Wiener Filtering --
8. Spectrum Estimation --
9. Adaptive Filtering --
The main thrust is to provide students with a solid understanding of a number of important and related advanced topics in digital signal processing such as Wiener filters, power spectrum estimation, signal modeling and adaptive filtering. Scores of worked examples illustrate fine points, compare techniques and algorithms and facilitate comprehension of fundamental concepts. Also features an abundance of interesting and challenging problems at the end of every chapter.
9788126516100
Signal processing -- Digital techniques
Signal processing -- Statistical methods
Signal processing -- Mathematical models
621.382 / HAY