Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different sampling rates. This new theory generalizes the conventional deterministic theory of multirate systems beyond many of its constraints. Further, it allows for the formulation and solution of new problems: spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. This self-contained book presents background material, potential applications and leading-edge research.
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Editorial Reviews
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From the reviews: "The book presents the set of results, obtained by a thorough study of a variety of signal processing problems … . The main goal of the author in writing this book is to inspire the reader to initiate his own research … . The book will be of interest for all specialists working in the area of digital signal processing. It will be very useful for the students, postgraduates and researchers, which are looking for new directions of their studies."(Tzvetan Semerdjiev, Zentralblatt MATH, Vol. 1141, 2008)
About the Author
Omid S. Jahromi, Ph.D., is the Principal Engineer at Authorizer Technologies in Palm Beach Gardens, Florida. He has extensive academic and industrial research experience in the fields of digital signal processing, image processing and biometric identity verification. Dr. Jahromi has taught several engineering courses at the departments of Electrical and Computer Engineering and Mechanical and Industrial Engineering at the University of Toronto in Toronto, Canada. Since 2004, he has been leading several standardization projects at the American National Standards Institute (ANSI) and the International Organization for Standards (ISO) focusing on the standardization of biometric data interchange formats.
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Key Phrases - Statistically Improbable Phrases (SIPs):
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filter bank model, optimal filter bank, multirate signal processing, analysis filter bank, subband signals, polyphase matrix, synthesis filter bank, multirate systems, multirate filter banks, synthesis filters, signal fusion, auto correlation coefficients, analysis filters, statistical signal processing, generalized projections, spectrum estimation, sensor node, signal estimation, sensor filters, entropy rate, greatest element Key Phrases - Capitalized Phrases (CAPs): (learn more)
Multirate Signal Estimation, Principal Component Filter Bank, Multirate Time-Delay Estimation New!
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filter bank model, optimal filter bank, multirate signal processing, analysis filter bank, subband signals, polyphase matrix, synthesis filter bank, multirate systems, multirate filter banks, synthesis filters, signal fusion, auto correlation coefficients, analysis filters, statistical signal processing, generalized projections, spectrum estimation, sensor node, signal estimation, sensor filters, entropy rate, greatest element Key Phrases - Capitalized Phrases (CAPs): (learn more)
Multirate Signal Estimation, Principal Component Filter Bank, Multirate Time-Delay Estimation New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
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