Performance analysis of the deficient length EDS adaptive algorithm

Zhongkai Zhang, Tamal Bose, Li Xiao, Ratchaneekorn Thamvichai

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

8 Citations (Scopus)

Abstract

In adaptive filtering, it is typical to assume that the adaptive filter impulse response is of the same length as the impulse response of the unknown system to be identified. However, in practice this is usually not the case. The filter impulse response is typically shorter and hence called deficient length. The Euclidean Direction Search (EDS) algorithm is a relatively new adaptive filtering scheme, which combines the benefits of fast convergence of the RLS and the low computational complexity of the LMS algorithm. In this paper, we analyze the performance of the deficient length EDS algorithm. Computer simulation results are encouraging and agree with the theoretical findings.

Original languageEnglish (US)
Title of host publicationIEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS
Pages222-226
Number of pages5
DOIs
StatePublished - 2006
Externally publishedYes
EventAPCCAS 2006 - 2006 IEEE Asia Pacific Conference on Circuits and Systems - , Singapore
Duration: Dec 4 2006Dec 6 2006

Other

OtherAPCCAS 2006 - 2006 IEEE Asia Pacific Conference on Circuits and Systems
CountrySingapore
Period12/4/0612/6/06

Fingerprint

Adaptive algorithms
Impulse response
Adaptive filtering
Adaptive filters
Computational complexity
Computer simulation

Keywords

  • Adaptive algorithm
  • Deficient
  • EDS

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Zhang, Z., Bose, T., Xiao, L., & Thamvichai, R. (2006). Performance analysis of the deficient length EDS adaptive algorithm. In IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS (pp. 222-226). [4145371] https://doi.org/10.1109/APCCAS.2006.342372

Performance analysis of the deficient length EDS adaptive algorithm. / Zhang, Zhongkai; Bose, Tamal; Xiao, Li; Thamvichai, Ratchaneekorn.

IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS. 2006. p. 222-226 4145371.

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

Zhang, Z, Bose, T, Xiao, L & Thamvichai, R 2006, Performance analysis of the deficient length EDS adaptive algorithm. in IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS., 4145371, pp. 222-226, APCCAS 2006 - 2006 IEEE Asia Pacific Conference on Circuits and Systems, Singapore, 12/4/06. https://doi.org/10.1109/APCCAS.2006.342372
Zhang Z, Bose T, Xiao L, Thamvichai R. Performance analysis of the deficient length EDS adaptive algorithm. In IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS. 2006. p. 222-226. 4145371 https://doi.org/10.1109/APCCAS.2006.342372
Zhang, Zhongkai ; Bose, Tamal ; Xiao, Li ; Thamvichai, Ratchaneekorn. / Performance analysis of the deficient length EDS adaptive algorithm. IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS. 2006. pp. 222-226
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