Multirate Statistical Signal Processing

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...

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書誌詳細
第一著者: Jahromi, Omid S.
フォーマット: Livre numérique
言語:Anglais
出版事項: Dordrecht : Springer Netherlands 2007.
Cham : Springer Nature
シリーズ:Signals and Communication Technology
オンライン・アクセス:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
注記: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Multirate Statistical Signal Processing, Texte imprimé, 9781402053160
• Multirate Statistical Signal Processing, Texte imprimé, 9789048110698
• Multirate Statistical Signal Processing, Texte imprimé, 9789048173372
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245 1 0 |a Multirate Statistical Signal Processing   |c by Omid S. Jahromi. 
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490 0 |a Signals and Communication Technology  |x 1860-4870 
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505 0 |a Background -- Multirate Spectrum Estimation -- Multirate Signal Estimation -- Multirate Time-Delay Estimation -- Optimal Multirate Decomposition of Signals -- Information in Multirate Systems -- Distributed Algorithms -- Epilogue. 
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520 |a 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. Granted, this may lead to gaps in continuity, however it goes without saying that a complete theory can seldom be achieved by one person and in a short time. My goal in writing this book has been to inspire the reader to initiate his own research and add to the theory of multirate statistical signal processing. 
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