TY - JOUR
T1 - Capacity bound analysis for FIR Bézout equalizers in ISI MIMO channels
AU - Zhang, Xinying
AU - Kung, Sun Yuan
N1 - Funding Information:
Manuscript received July 17, 2003; revised July 14, 2004. This work was supported in part by a grant from Mitsubishi Electric Research Laboratories. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Dennis R. Morgan. X. Zhang is with Brion Technologies Inc., Santa Clara, CA 95054 USA ([email protected]; [email protected]). S.-Y. Kung is with Electrical Engineering Department, Princeton University, Princeton, NJ 08544 USA (e-mail: [email protected]). Digital Object Identifier 10.1109/TSP.2005.847852
Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2005/6
Y1 - 2005/6
N2 - We provide a quantitative analysis for the capacity performance of zero-forcing equalizers, also known as Bézout equalizers, in a multiple antenna, frequency-selective fading environment with either parallel or sequential structure. The capacity upper bound of the equalizers, when there is no restriction on the filter length, is derived by directly extending the flat-fading results in a previous paper by the present authors. The parallel structure presents an inherent capacity loss quantified as a function of the channel couplings, which can be avoided by adopting an interference cancellation procedure in the sequential structure. For practical implementation, two approaches are investigated for finite impulse response (FIR) sequential equalizers - truncated LaBést (Layered Bézout Space-Time) and perfect LaBést equalizers. For truncated LaBést equalizers, the percentage of achievable capacity is derived as a function of the filter length in analytical form, and the empirical optimum delay is also provided. For perfect LaBést equalizers, we demonstrate that the filter choice that yields an optimum signal-to-noise ratio (SNR) can also asymptotically achieve the optimum infinite impulse response (IIR) capacity bound. Both of the two designs can approach the IIR capacity upper bound arbitrarily closely, provided there are an adequate number of FIR taps.
AB - We provide a quantitative analysis for the capacity performance of zero-forcing equalizers, also known as Bézout equalizers, in a multiple antenna, frequency-selective fading environment with either parallel or sequential structure. The capacity upper bound of the equalizers, when there is no restriction on the filter length, is derived by directly extending the flat-fading results in a previous paper by the present authors. The parallel structure presents an inherent capacity loss quantified as a function of the channel couplings, which can be avoided by adopting an interference cancellation procedure in the sequential structure. For practical implementation, two approaches are investigated for finite impulse response (FIR) sequential equalizers - truncated LaBést (Layered Bézout Space-Time) and perfect LaBést equalizers. For truncated LaBést equalizers, the percentage of achievable capacity is derived as a function of the filter length in analytical form, and the empirical optimum delay is also provided. For perfect LaBést equalizers, we demonstrate that the filter choice that yields an optimum signal-to-noise ratio (SNR) can also asymptotically achieve the optimum infinite impulse response (IIR) capacity bound. Both of the two designs can approach the IIR capacity upper bound arbitrarily closely, provided there are an adequate number of FIR taps.
KW - Capacity bound
KW - Equalizer
KW - FIR
KW - ISI
KW - MIMO
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U2 - 10.1109/TSP.2005.847852
DO - 10.1109/TSP.2005.847852
M3 - Article
AN - SCOPUS:20544473546
SN - 1053-587X
VL - 53
SP - 2193
EP - 2204
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 6
ER -