On the use of joint error-norms adaptive algorithm in QPSK (DS-CDMA) system

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The concept of using joint error norms adaptive algorithm and the resulting Least Mean Switched Error (LMSE) algorithm in the adaptation process of the DFE receiver's structures of asynchronous QPSK (DS-CDMA) is investigated. The performance measure is interms of bit error rate (BER) and mean square error (MSE) and for various step-sizes, over AWGN and Gaussian mixture type impulsive channels. The proposed algorithm consists of applying the Least Mean Fourth (LMF) algorithm and switching to the Least Mean Square (LMS) algorithm when the absolute value of error is greater than one. The MSE and BER performances of using the LMSE show that the optimum step-size for the LMF algorithm is 1×10-6 while for the NLMS is kept constant at 0.01. Also the performance of the proposed algorithm was examined against the standard NLMS algorithm and it provides fast convergence rate, lower ground noise floor, and similar BER.

Original languageBritish English
Title of host publicationICSPC 2007 Proceedings - 2007 IEEE International Conference on Signal Processing and Communications
Pages472-475
Number of pages4
DOIs
StatePublished - 2007
Event2007 IEEE International Conference on Signal Processing and Communications, ICSPC 2007 - Dubai, United Arab Emirates
Duration: 14 Nov 200727 Nov 2007

Publication series

NameICSPC 2007 Proceedings - 2007 IEEE International Conference on Signal Processing and Communications

Conference

Conference2007 IEEE International Conference on Signal Processing and Communications, ICSPC 2007
Country/TerritoryUnited Arab Emirates
CityDubai
Period14/11/0727/11/07

Keywords

  • Adaptive algorithms
  • DS-CDMA
  • Impulsive noise
  • NLMS
  • Signal processing

Fingerprint

Dive into the research topics of 'On the use of joint error-norms adaptive algorithm in QPSK (DS-CDMA) system'. Together they form a unique fingerprint.

Cite this