Modern Signal Processing
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Xian-Da Zhang
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Translated by:
Xiyuan Wang
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Together with:
Tsinghua University Press
About this book
The book systematically introduces theories of frequently-used modern signal processing methods and technologies, and focuses discussions on stochastic signal, parameter estimation, modern spectral estimation, adaptive filter, high-order signal analysis and non-linear transformation in time-domain signal analysis. With abundant exercises, the book is an essential reference for graduate students in electrical engineering and information science.
- Presents mathematical deduction for modern signal processing methods.
- Focuses on modern spectral estimation, adaptive filter and high-order signal analysis.
- Exercises accompanied by detailed solutions.
Author / Editor information
Prof. Xianda Zhang
was a professor at Department of Automation of Tsinghua University. He was one of the first Changjiang Scholars of the Ministry of Education, P.R.C. He has published 120 SCI papers and more than ten books, including Matrix Analysis and Applications and A Matrix Algebra Approach to Artificial InteIIigence.
Topics
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Frontmatter
I -
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Acknowledgements
V -
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Contents
VII -
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1 Random Signals
1 -
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2 Parameter Estimation Theory
30 -
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3 Signal Detection
57 -
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4 Modern Spectral Estimation
132 -
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5 Adaptive Filter
193 -
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6 Higher-Order Statistical Analysis
259 -
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7 Linear Time-Frequency Transform
329 -
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8 Quadratic Time-frequency Distribution
401 -
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9 Blind Signal Separation
438 -
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10 Array Signal Processing
497 -
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Index
565 -
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Bibliography
577
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