DocumentCode
1302548
Title
Fractionally spaced blind equalization using polyperiodic linear filtering
Author
Pei, Soo-Chang ; Shih, Meng-Fu
Author_Institution
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume
46
Issue
1
fYear
1998
fDate
1/1/1998 12:00:00 AM
Firstpage
16
Lastpage
19
Abstract
Performance of fractionally spaced equalizers using polyperiodic linear filtering is depicted. The fractionally sampled version of an arbitrary stable channel´s outputs with stationary random inputs exhibit cyclostationarity with cycle frequencies being integer multiples of the reciprocal of the oversampling factor. By optimally polyperiodic linear filtering the oversampled outputs, we can fully utilize the cyclostationary property. With some traditional Bussgang techniques, such as stop-and-go decision-directed method, to adaptively update the filter coefficients, the convergence rate of the fractionally spaced equalizers proposed is improved, while the complexity retains in the same order as original Bussgang ones. Some computer simulation results are shown to demonstrate the improvement we can achieve
Keywords
adaptive equalisers; adaptive filters; convergence of numerical methods; deconvolution; discrete time systems; filtering theory; signal sampling; telecommunication channels; Bussgang techniques; adaptive updating; baseband discrete time communication system; complexity; computer simulation results; convergence rate; cycle frequencies; cyclostationary property; deconvolution; filter coefficients; fractionally sampled channel output; fractionally spaced blind equalization; integer multiples; oversampling factor; performance; polyperiodic linear filtering; reciprocal; stable channel outputs; stationary random inputs; stop-and-go decision-directed method; Blind equalizers; Computer simulation; Convergence; Deconvolution; Filter bank; Finite impulse response filter; Frequency; Maximum likelihood detection; Nonlinear filters; Wiener filter;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.655397
Filename
655397
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