Nasr, K. M. ORCID: https://orcid.org/0000-0002-8604-6274, Costen, F. and Barton, S.K. (2005) On the interpolation of the weights of an OFDM-MMSE smart antenna for an infrastructure WLAN in arbitrary indoor environments. In: ITG Workshop on Smart Antennas (IEEE Cat. No.04EX802). IEEE, pp. 69-74. ISBN 0780383273 (doi:10.1109/WSA.2004.1407650)

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Abstract

This work investigates the interpolation of the weights (multiplier coefficients) of a smart antenna optimum combiner serving multiple users through space division multiple access (SDMA) in a wireless LAN following the IEEE 802.11a or HIPERLAN/2 standards. The frequency dependence of the channel transfer matrix and the weights arc is first studied in indoor environments of different dimensions. A previously developed ray-tracing tool is used to predict multipath wireless channel parameters of interest. The performance of a minimum mean square error (MMSE) smart antenna in the low noise and high noise cases is then studied. The coherence bandwidth value is calculated from the frequency autocorrelation function and compared with the statistical estimation. The performance degradation of the SINR value due to interpolation is investigated for linear and FFT based interpolation when calculating every n/sup th/ subcarrier and interpolating the rest and with the variation of the coherence bandwidth of the indoor environment. Simulation results agree with the expected behaviour showing that for a small environment with a large coherence bandwidth few subcarriers are needed which reduces the complexity of calculating the weights at every subcarrier while for large indoor environments with a small coherence bandwidth, the weights need to be interpolated more frequently. The FFT based interpolation generally outperforms linear interpolation when the span between calculated subcarriers is less than 16.

Item Type:	Conference Proceedings
Title of Proceedings:	ITG Workshop on Smart Antennas (IEEE Cat. No.04EX802)
Uncontrolled Keywords:	interpolation, wireless LAN, indoor environments, bandwidth, working environment noise, frequency estimation, multiaccess communication, frequency dependence, ray tracing, mean square error methods
Subjects:	T Technology > TA Engineering (General). Civil engineering (General)
Faculty / School / Research Centre / Research Group:	Faculty of Engineering & Science Faculty of Engineering & Science > School of Engineering (ENG)
Last Modified:	02 Oct 2019 12:36
URI:	http://gala.gre.ac.uk/id/eprint/25348

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