A Novel Circulant Approximation Method for Frequency Domain LMMSE Equalization |
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Authors: | Clemens Buchacher Joachim Wehinger Mario Huemer |
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Affiliation: | 1.Wireless Solutions,Infineon Technologies AG,München,Germany;2.Embedded Systems and Signal Processing Group,Klagenfurt University,Klagenfurt,Austria |
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Abstract: | The coefficients of a Linear Minimum Mean Square Error (LMMSE) equalizer for a stationary random signal are defined by a Toeplitz
system. The Toeplitz structure can be exploited to reduce computational complexity. In this paper we investigate the Levinson
and Schur algorithm, as well as circulant embedding and circulant approximation methods applied to the Preconditioned Conjugate
Gradient (PCG) method and Frequency Domain Equalization (FDE). We develop a novel circulant approximation method which improves
the performance/complexity tradeoff. We show that the optimal choice of algorithms largely depends on the antenna configuration.
Investigated configurations are Single Input Single Output (SISO), Single Input Multiple Output (SIMO) and Multiple Input
Multiple Output (MIMO). All considered algorithms are benchmarked in terms of implementation complexity and capacity achieved
by a High Speed Downlink Packet Access (HSDPA) receiver in a multipath fading scenario. |
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