书目名称 | Statistical Signal Processing |
副标题 | Modelling and Estima |
编辑 | Thierry Chonavel |
视频video | http://file.papertrans.cn/877/876647/876647.mp4 |
概述 | Formal mathematical treatment of an advanced area of signal processing including many specially-written end-of-chapter excercises.Teaches a wide variety of techniques necessary for modern applications |
丛书名称 | Advanced Textbooks in Control and Signal Processing |
图书封面 |  |
描述 | Modern information systems must handle huge amounts of data having varied natural or technological origins. Automated processing of these increasing signal loads requires the training of specialists capable of formalising the problems encountered. This book supplies a formalised, concise presentation of the basis of statistical signal processing. Equal emphasis is placed on approaches related to signal modelling and to signal estimation. In order to supply the reader with the desirable theoretical fundamentals and to allow him to make progress in the discipline, the results presented here are carefully justified. The representation of random signals in the Fourier domain and their filtering are considered. These tools enable linear prediction theory and related classical filtering techniques to be addressed in a simple way. The spectrum identification problem is presented as a first step toward spectrum estimation, which is studied in non-parametric and parametric frameworks. The later chapters introduce synthetically further advanced techniques that will enable the reader to solve signal processing problems of a general nature. Rather than supplying an exhaustive description of ex |
出版日期 | Textbook 2002 |
关键词 | Estimation; Filtering; Fourier analysis; Information; Moment; Random signals; signal processing |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4471-0139-0 |
isbn_softcover | 978-1-85233-385-0 |
isbn_ebook | 978-1-4471-0139-0Series ISSN 1439-2232 Series E-ISSN 2510-3814 |
issn_series | 1439-2232 |
copyright | Springer-Verlag London 2002 |