Reduced-rank space-time signature and receiver adaptation

Yakun Sun*, Michael L Honig

*Corresponding author for this work

Research output: Contribution to conferencePaper

1 Scopus citations

Abstract

Interference in code-division multiple access (CDMA) or multi-antenna systems can be avoided by choosing a signature (in space and/or time), which lies in the direction of least interference plus noise. If the interference statistics are not known, then the signature can be estimated with a training sequence. We propose an iterative scheme for joint signature-receiver adaptation with an adaptive reduced-rank Multi-Stage Wiener Filter (MSWF) at the receiver, which can reduce the estimation error due to limited training. We establish convergence of the iterative signature-receiver optimization scheme, and show that the performance for the reduced-rank receiver with rank D ≥ 2 is the same as that obtained with a full-rank receiver. Numerical results show that when the receiver and signature are estimated from a short training sequence, the adaptive reduced-rank receiver gives substantially better performance than an adaptive full-rank receiver. To reduce feedback requirements, we also consider joint signature-receiver adaptation with a reduced-rank signature, which is confined to a randomly chosen subspace. Numerical results are presented, which show that joint reduced-rank signature-receiver estimation can achieve near-optimal performance with relative little training and low complexity.

Original languageEnglish (US)
Pages948-954
Number of pages7
StatePublished - Dec 1 2004
EventMILCOM 2004 - 2004 IEEE Military Communications Conference - Monterey, CA, United States
Duration: Oct 31 2004Nov 3 2004

Other

OtherMILCOM 2004 - 2004 IEEE Military Communications Conference
CountryUnited States
CityMonterey, CA
Period10/31/0411/3/04

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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  • Cite this

    Sun, Y., & Honig, M. L. (2004). Reduced-rank space-time signature and receiver adaptation. 948-954. Paper presented at MILCOM 2004 - 2004 IEEE Military Communications Conference, Monterey, CA, United States.