Paraunitary oversampled filter bank design for channel coding

S. Weiss, S. Redif, Tom Cooper, C. Liu, P. Baxter, J.G. McWhirter

Research output: Contribution to journalArticle

32 Citations (Scopus)

Abstract

Oversampled filter banks (OSFBs) have been considered for channel coding, since their redundancy can be utilised to permit the detection and correction of channel errors. In this paper, we propose an OSFB-based channel coder for a correlated additive Gaussian noise channel, of which the noise covariance matrix is assumed to be known. Based on a suitable factorisation of this matrix, we develop a design for the decoder's synthesis filter bank in order to minimise the noise power in the decoded signal, subject to admitting perfect reconstruction through paraunitarity of the filter bank. We demonstrate that this approach can lead to a significant reduction of the noise interference by exploiting both the correlation of the channel and the redundancy of the filter banks. Simulation results providing some insight into these mechanisms are provided.
LanguageEnglish
Article number31346
Pages1-10
Number of pages10
JournalEURASIP Journal on Advances in Signal Processing
Volume2006
DOIs
Publication statusPublished - 2006

Fingerprint

Channel coding
Filter banks
Redundancy
Covariance matrix
Factorization

Keywords

  • oversampled filter banks
  • channel coding
  • channel errors
  • detection
  • Gaussian noise channel
  • synthesis filter bank
  • noise interference

Cite this

Weiss, S. ; Redif, S. ; Cooper, Tom ; Liu, C. ; Baxter, P. ; McWhirter, J.G. / Paraunitary oversampled filter bank design for channel coding. In: EURASIP Journal on Advances in Signal Processing. 2006 ; Vol. 2006. pp. 1-10.
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Paraunitary oversampled filter bank design for channel coding. / Weiss, S.; Redif, S.; Cooper, Tom; Liu, C.; Baxter, P.; McWhirter, J.G.

In: EURASIP Journal on Advances in Signal Processing, Vol. 2006, 31346, 2006, p. 1-10.

Research output: Contribution to journalArticle

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