Employing LSF at transmitter eases MMSE adaptation at receiver in asynchronous CDMA systems

Masahiro Yukawa, Ken Umeno, Gen Hori

Research output: Contribution to journalArticle

Abstract

The Lebesgue spectrum filter (LSF), a finite impulse response (FIR) filter whose coefficients decay exponentially with a negative factor r:= 3 -2, is shown to be effective preprocessing for spreading code in asynchronous code-division multiple-access (CDMA) systems. The LSF has only been studied independently from the well-known minimum mean-square error (MMSE) filter, an optimal FIR filter in the mean-square error sense. In this paper, we propose an efficient structure, employing the LSF at the transmitter and the MMSE filter at the receiver, for asynchronous CDMA systems. We employ a spreading code preprocessed by the LSF (referred to as LSF-code), and the LSF-code supplies a "best" initial estimate (among the ones obtained without any a priori information) to an adaptive algorithm for the MMSE filter, leading to significant reduction of iterations in adaptation. This is verified by computer simulations. Also we investigate the link between the LSF and the MMSE filter by examining their autocorrelation properties.

Original languageEnglish
Article number298784
JournalEurasip Journal on Wireless Communications and Networking
Volume2008
DOIs
Publication statusPublished - 2008
Externally publishedYes

Fingerprint

Mean square error
Code division multiple access
Transmitters
FIR filters
Adaptive algorithms
Autocorrelation
Computer simulation

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Computer Science Applications

Cite this

Employing LSF at transmitter eases MMSE adaptation at receiver in asynchronous CDMA systems. / Yukawa, Masahiro; Umeno, Ken; Hori, Gen.

In: Eurasip Journal on Wireless Communications and Networking, Vol. 2008, 298784, 2008.

Research output: Contribution to journalArticle

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