DocumentCode
1809197
Title
On the feedback error in adaptive turbo equalization
Author
Trajkovic, V.D. ; Rapajic, Predrag B. ; Kennedy, Rodney A.
Author_Institution
Sch. of Electr. Eng., & Telecommun., New South Wales Univ., Sydney, NSW
fYear
2005
fDate
2-4 Feb. 2005
Firstpage
236
Lastpage
241
Abstract
In this paper we analyze the decision feedback error propagation in the adaptive turbo equalization with a decision feedback loop. We derive the exact mathematical expression for the feedback error probability density function (pdf) with the assumption that the soft outputs of channel decoder are identical independent distributed (i.i.d) Gaussian random variables with known mean value and variance. We also find a new set of turbo equalizer coefficients based on the feedback error pdf and MMSE criterion. New turbo equalizer is shown to outperform the conventional one (assuming no feedback error propagation) in terms of bit error rate (BER). The achieved improvement is up to 4 dB for severe frequency-selective channels. The analysis is applicable to other turbo detection methods employing the feedback loop
Keywords
Gaussian processes; adaptive equalisers; channel coding; decision feedback equalisers; decoding; error statistics; feedback; least mean squares methods; turbo codes; BER; Gaussian random variables; MMSE criterion; adaptive turbo equalization; bit error rate; channel decoder; decision feedback loop; feedback error; frequency-selective channels; identical independent distributed variables; probability density function; turbo detection methods; Adaptive equalizers; Bit error rate; Decision feedback equalizers; Decoding; Density functional theory; Error probability; Feedback loop; Frequency; Output feedback; Random variables;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications Theory Workshop, 2005. Proceedings. 6th Australian
Conference_Location
Brisbane, Qld.
Print_ISBN
0-7803-9007-5
Type
conf
DOI
10.1109/AUSCTW.2005.1624257
Filename
1624257
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