Article (Scientific journals)
Oversampled DFT-Modulated Biorthogonal Filter Banks: Perfect Reconstruction Designs and Multiplierless Approximations
Alves Martins, Wallace; Shankar, Bhavani; Ottersten, Björn
2020In IEEE Transactions on Circuits and Systems. II, Express Briefs, 67 (11), p. 2777-2781
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Keywords :
Biorthogonal uniform filter banks (FBs); DFT-modulated FBs; oversampling; perfect reconstruction; multiplierless filters; disciplined convex programming
Abstract :
[en] We propose a novel methodology for designing oversampled discrete Fourier transform-modulated uniform filter banks. The analysis prototype is designed as a Nyquist filter, whereas the synthesis prototype is designed to guarantee perfect reconstruction (PR) considering oversampling. The resulting optimization problem fits into the disciplined convex programming framework, as long as some convex objective function is employed, as the minimization of either the stop-band energy or the maximum deviation from a desired response. The methodology also accounts for near-PR multiplierless approximations of the prototype analysis and synthesis filters, whose coefficients are obtained in the sum-of-power-of-two (SOPOT) space. The quantized coefficients are computed using successive approximation of vectors, which is able to yield filters with a reduced number of SOPOT coefficients in a computationally efficient manner. The proposed methodology is especially appealing for supporting actual hardware deployments, such as modern digital transparent processors to be used in next-generation satellite payloads.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM
Disciplines :
Electrical & electronics engineering
Author, co-author :
Alves Martins, Wallace ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Shankar, Bhavani  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Ottersten, Björn ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
External co-authors :
no
Language :
English
Title :
Oversampled DFT-Modulated Biorthogonal Filter Banks: Perfect Reconstruction Designs and Multiplierless Approximations
Publication date :
November 2020
Journal title :
IEEE Transactions on Circuits and Systems. II, Express Briefs
ISSN :
1558-3791
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), Piscataway, United States - New Jersey
Volume :
67
Issue :
11
Pages :
2777-2781
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Security, Reliability and Trust
FnR Project :
FNR11504382 - On-board Processing Techniques For High Throughput Satellites, 2016 (01/05/2017-31/07/2020) - Bjorn Ottersten
Funders :
FNR - Fonds National de la Recherche [LU]
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