Fast simulation of DS/CDMA with and without coding in multipath fading channels

Khaled Letaief, K. Muhammad, J. S. Sadowsky

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

Code-division multiple access (CDMA) has recently found widespread applications in various applications such as advanced wireless technologies and digital cellular communications. In this paper, we consider the error-rate performance of asynchronous direct-sequence CDMA in a wireless radio communications environment that is characterized by Rayleigh multipath fading channels. Because of the system complexity, the performance of CDMA systems in such an environment is difficult to assess analytically. Monte Carlo simulations can offer an alternative performance evaluation tool. Unfortunately, in practice, such an alternative is often limited by an excessive computational burden. Importance sampling is a variance reduction technique which can significantly reduce the computational cost required by Monte Carlo simulations. This paper will describe the basic principles behind this powerful technique. In particular, it will illustrate its use as a computationally efficient and accurate tool for computer-aided design and analysis of uncoded as well as coded CDMA in wireless communications.

Original languageEnglish
Pages (from-to)626-639
Number of pages14
JournalIEEE Journal on Selected Areas in Communications
Volume15
Issue number4
DOIs
Publication statusPublished - May 1997
Externally publishedYes

Fingerprint

Multipath fading
Fading channels
Code division multiple access
Computer aided analysis
Cellular radio systems
Importance sampling
Radio communication
Computer aided design
Communication
Costs
Monte Carlo simulation

Keywords

  • Code-division multiple access
  • Convolutional codes
  • Importance sampling
  • Wireless communications

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Networks and Communications

Cite this

Fast simulation of DS/CDMA with and without coding in multipath fading channels. / Letaief, Khaled; Muhammad, K.; Sadowsky, J. S.

In: IEEE Journal on Selected Areas in Communications, Vol. 15, No. 4, 05.1997, p. 626-639.

Research output: Contribution to journalArticle

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