Least square estimation with applications to digital signal processing
著者
書誌事項
Least square estimation with applications to digital signal processing
（A Wiley-Interscience publication）
Wiley, c1985
- est.
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注記
Includes bibliographies and index
内容説明・目次
内容説明
A unified treatment of least squares based on geometric principles, this book establishes the mathematical framework of least square estimation, demonstrating the utility and widespread use of these principles in a variety of digital signal processing applications. It presents new least square error algorithms supporting applications in areas such as communications, control, radar, and seismology and provides numerous examples with algebraic steps outlined.
目次
- MATHEMATICAL FORMULATIONS OF THE LEAST SQUARE ERROR ALGORITHMS
- Introduction to Least Squares Theory
- Least Square Estimation Algorithms: Part I
- Least Square Estimation Algorithms: Part II
- Least Square Estimation Algorithms: Part III
- APPLICATION OF LEAST SQUARE ANALYSIS TO DIGITAL SIGNAL PROCESSING: Equalization
- Power Spectral Estimation
- Digital Whitening in Spread Spectrum Communications
- Adaptive Arrays
- Dual-Channel Interference Mitigation
- Least Squares Techniques in Digital Speech Processing
- Index.
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