Fault tolerant adaptive filters based on arithmetic coding techniques

C. Radhakrishnan, William Kenneth Jenkins

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Previous work reported the hybrid combination of a Walsh-Hadamard Transform architecture and Modulus Replication RNS arithmetic to produce a fault tolerant adaptive filter structure (WHT-MRRNS). This paper further analyzes fault tolerant capabilities of the WHT-MRRNS architecture that uses MRRNS coding to provide both RNS (digit) redundancy and PRNS (polynomial) redundancy. Interactions between these two types of redundancy are characterized and strategies are proposed that enable error detection and correction while updating filter coefficients and computing the filter outputs. The proposed fault tolerant architecture relies on MRRNS error correction to eliminate erroneous transient behavior caused by both soft and hard errors.

Original languageEnglish (US)
Title of host publication2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010
Pages1226-1229
Number of pages4
DOIs
StatePublished - Sep 20 2010
Event53rd IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2010 - Seattle, WA, United States
Duration: Aug 1 2010Aug 4 2010

Other

Other53rd IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2010
CountryUnited States
CitySeattle, WA
Period8/1/108/4/10

Fingerprint

Adaptive filters
Redundancy
Error correction
Walsh transforms
Hadamard transforms
Error detection
Polynomials

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

Cite this

Radhakrishnan, C., & Jenkins, W. K. (2010). Fault tolerant adaptive filters based on arithmetic coding techniques. In 2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010 (pp. 1226-1229). [5548650] https://doi.org/10.1109/MWSCAS.2010.5548650
Radhakrishnan, C. ; Jenkins, William Kenneth. / Fault tolerant adaptive filters based on arithmetic coding techniques. 2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010. 2010. pp. 1226-1229
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Radhakrishnan, C & Jenkins, WK 2010, Fault tolerant adaptive filters based on arithmetic coding techniques. in 2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010., 5548650, pp. 1226-1229, 53rd IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2010, Seattle, WA, United States, 8/1/10. https://doi.org/10.1109/MWSCAS.2010.5548650

Fault tolerant adaptive filters based on arithmetic coding techniques. / Radhakrishnan, C.; Jenkins, William Kenneth.

2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010. 2010. p. 1226-1229 5548650.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Radhakrishnan C, Jenkins WK. Fault tolerant adaptive filters based on arithmetic coding techniques. In 2010 IEEE International 53rd Midwest Symposium on Circuits and Systems, MWSCAS 2010. 2010. p. 1226-1229. 5548650 https://doi.org/10.1109/MWSCAS.2010.5548650