Presentation 2005-04-22
Variable Step-Size LMS Estimator for Fast Fading Channels
Shingo OIKAWA, Yusuke TSUDA, Tetsuya SHIMAMURA,
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Abstract(in English) We propose a novel channel estimation technique for fast fading channels. The proposed scheme supposes multiple linear transversal filters, which are constructed in a parallel structure. The estimator coefficients for the proposed estimation scheme are adapted by the least mean square (LMS) algorithm. To obtain a further performance improvement of the proposed scheme, a technique to adjust the step-size for the LMS is also introduced. Computer simulation results show that the proposed method provides a significant improvement related to the conventional LMS estimator in high fade rate conditions.
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Keyword(in English) Channel Estimation / Fast Fading Channels / Parallel Structure / LMS Algorithm / Variable Step-Size
Paper # SIP2005-10,IE2005-10
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Committee SIP
Conference Date 2005/4/15(1days)
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Registration To Signal Processing (SIP)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Variable Step-Size LMS Estimator for Fast Fading Channels
Sub Title (in English)
Keyword(1) Channel Estimation
Keyword(2) Fast Fading Channels
Keyword(3) Parallel Structure
Keyword(4) LMS Algorithm
Keyword(5) Variable Step-Size
1st Author's Name Shingo OIKAWA
1st Author's Affiliation Graduate School of Science and Engineering, Saitama University()
2nd Author's Name Yusuke TSUDA
2nd Author's Affiliation Graduate School of Science and Engineering, Saitama University
3rd Author's Name Tetsuya SHIMAMURA
3rd Author's Affiliation Graduate School of Science and Engineering, Saitama University
Date 2005-04-22
Paper # SIP2005-10,IE2005-10
Volume (vol) vol.105
Number (no) 29
Page pp.pp.-
#Pages 6
Date of Issue