Performance of adaptive linear interference suppression in the presence of dynamic fading

Michael L. Honig*, Scott L. Miller, Mark J. Shensa, Lawrence B. Milstein

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

44 Scopus citations

Abstract

Adaptive linear interference suppression for direct-sequence (DS) code-division multiple access (CDMA) is studied in the presence of time- and frequency-selective fading. Interference suppression is achieved with an adaptive digital filter which spans a single symbol interval. Both decision-directed and blind adaptive algorithms, which do not require a training sequence, are considered. Modifications to least squares adaptive algorithms are presented which are compatible with differential coding and detection. For frequency-selective fading, adaptive algorithms are presented based upon different assumptions concerning knowledge of the desired user's channel. Specifically, the cases considered are as follows: 1) perfect knowledge of the desired channel; 2) knowledge of only the relative path delays; and 3) knowledge of only one delay corresponding to the strongest path. Computer simulation results are presented which compare the performance of these algorithms with the analogous RAKE receivers. These results show that for case 3), even slow fading can cause a significant degradation in performance. Effective use of channel parameters in the adaptive algorithm reduces the sensitivity to fade rate, although moderate to fast fading can significantly compromise the associated performance gain relative to the RAKE receiver.

Original languageEnglish (US)
Pages (from-to)635-645
Number of pages11
JournalIEEE Transactions on Communications
Volume49
Issue number4
DOIs
StatePublished - Apr 2001

Funding

Paper approved by U. Mitra, the Editor for Spread Spectrum/Equalization of the IEEE Communications Society. Manuscript received April 20, 1998; revised February 2, 2000 and September 14, 2000. This work was supported by the National Science Foundation Industry/University Cooperative Research Center on Integrated Circuits and Systems at UCSD, the National Science Foundation under Grant NCR-9628642, the NRaD/ONR under Contract 0602232N, and the ARO under Grant DAAH04-96-1-0378. This work was presented in part at the IEEE Vehicular Technology Conference, Phoenix, AZ,1997, and the International Symposium on Information Theory, Ulm, Germany, 1997.

Keywords

  • CDMA
  • Differential detection
  • Fading
  • Interference suppression
  • Multipath

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'Performance of adaptive linear interference suppression in the presence of dynamic fading'. Together they form a unique fingerprint.

Cite this