MMSE techniques for space diversity receivers in OFDM-based wireless LANs

• Published in: IEEE journal on selected areas in communications Vol. 21; no. 2; pp. 151 - 160
• Main Authors: Bartolome, D., Perez-Neira, A.I.
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2003; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Array signal processing; Bit error rate; Channels; Delay; Equalizers; Least mean squares algorithm; Local area networks; Mean square error methods; OFDM modulation; Orthogonal Frequency Division Multiplexing; Samples; Signal design; Spatial filters; Spreads; Statistical methods; Statistics; Studies; Wireless LAN
• ISSN: 0733-8716; 1558-0008
• DOI: 10.1109/JSAC.2002.807344

This paper studies the application of the minimum mean square error (MMSE) beamformer to orthogonal frequency division multiplexing (OFDM)-based wireless local area networks. The questions here addressed are mainly the design with finite-length data and the choice of the OFDM signal domain where the beamformer is applied, either frequency or time. As OFDM signals need more samples than other modulations to stabilize the estimation of the signal statistics, how to exploit the finite-length training sequence provided for the design of equalizers becomes an important issue. The paper also shows that the usual frequency processing in OFDM is not always the best choice for the spatial beamforming, mainly for channels with a very high delay spread. Then, time processing turns out to be the best suited approach in terms of the tradeoff between performance and complexity. Additionally, novel modifications of the MMSE spatial filter are proposed to improve the raw bit-error rate performance: 1) a temporal semiblind approach that exploits the cyclic prefix and 2) windowing in the frequency domain.