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Constrained least squares detector for OFDM/SDMA-based wireless networks

Abstract : The two major obstacles toward high-capacity indoor wireless networks are distortion due to the indoor channel and the limited bandwidth which necessitates a high spectral efficiency. A combined orthogonal frequency division multiplexing (OFDM)/spatial division multiple access (SDMA) approach can efficiently tackle both obstacles and paves the way for cheap, high-capacity wireless indoor networks. The channel distortion due to multipath propagation is efficiently mitigated with OFDM while the bandwidth efficiency can be increased with the use of SDMA. However, to keep the cost of an indoor wireless network comparable to its wired counterpart's cost, low-complexity SDMA processors with good performance are of special interest. In this paper, we propose a new multiuser SDMA detector which is designed for constant modulus signals. This constrained least squares (CLS) receiver, which deterministically exploits the constant modulus nature of the subcarrier modulation to achieve better separation, is compared in terms of performance and complexity with the zero forcing (ZF) and the minimum mean square error (MMSE) receiver. Additionally, since the CLS detector relies on reliable channel knowledge at the receiver, we propose a strategy for estimating the multiple input multiple output (MIMO) channels. Simulations for a Hiperlan II-based case-study show that the CLS detector significantly outperforms the ZF detector and comes close to the performance of the MMSE detector for QPSK. For higher order M-PSK, the CLS detector outperforms the MMSF detector. Furthermore, the estimation complexity for the CLS detector is substantially lower than that for the MMSE detector which additionally requires estimation of the noise power.
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Contributor : Luc Deneire Connect in order to contact the contributor
Submitted on : Thursday, November 15, 2007 - 11:38:34 AM
Last modification on : Saturday, June 25, 2022 - 10:58:33 PM
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S. Thoen, Luc Deneire, L. van Der Perre, M.G.E. Engels, H. de Man. Constrained least squares detector for OFDM/SDMA-based wireless networks. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2003, 2 (1), pp.129-140. ⟨10.1109/TWC.2002.806377⟩. ⟨hal-00187776⟩



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