书目名称 | Multirate Statistical Signal Processing |
编辑 | Omid S. Jahromi |
视频video | |
概述 | Presents original theoretical results in the field for the first time in book form.Covers a range of topics through a unified and rigorous theory.Basis for graduate courses in multirate statistical si |
丛书名称 | Signals and Communication Technology |
图书封面 |  |
描述 | The ?eld of multirate signal processing has witnessed a great deal of progress and an increasingly wide range of applications since the publication of the ?rst textbook by Crochiere and Rabiner (1983). However, this progress has been mainly in the area of deterministic systems with emphasis on perfe- reconstruction and/or orthogonal systems. This book introduces a statistical theory for extracting information from signals that have di?erent sampling rates. This new theory generalizes the conventional (deterministic) theory of multirate systems beyond many of its constraints.Furthermore,itallowsfortheformulationofseveralnewproblems such as spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. I have arrived at the theory presented here by integrating concepts from diverse areas such as information theory, inverse problems and theory of - equalities. The process of merging a variety of concepts of di?erent origin results in both merits and shortcomings. The former include the fresh and - di?erentiated view of an amateur, providing scope of application. The latter include a lack of in-depth experience in each of the original ?elds. G |
出版日期 | Book 2007 |
关键词 | Sensor; Signal; algorithm; communication; digital signal processor; filter; information; information theory |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4020-5317-7 |
isbn_softcover | 978-90-481-7337-2 |
isbn_ebook | 978-1-4020-5317-7Series ISSN 1860-4862 Series E-ISSN 1860-4870 |
issn_series | 1860-4862 |
copyright | Springer Science+Business Media B.V. 2007 |