Random signal processing
著者
書誌事項
Random signal processing
CRC Press, c2018
- : hardback
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注記
Includes index
内容説明・目次
内容説明
This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing.
The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields.
Key Features:
* Aimed at random signal processing with parametric signal processing-using appropriate segment size.
* Covers speech, image, medical images, EEG and ECG signal processing.
* Reviews optimal detection and estimation.
* Discusses parametric modeling and signal processing in transform domain.
* Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions
目次
1. Introduction to Random Signals. 2. Properties of Random Variables. 3. Multiple Random Variables and Random Process. 4. Detection and Estimation. 5. Fundamentals of Speech Processing. 6. Spectral Estimation of Random Signals. 7. Statistical Speech processing. 8. Transform Domain Speech Processing. 9. Image Processing Techniques. 10. Applications of Random Signal Processing
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