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Block Diagonal GMD for Zero-Padded MIMO Frequency Selective Channels

Weng, Ching-Chih and Vaidyanathan, P. P. (2011) Block Diagonal GMD for Zero-Padded MIMO Frequency Selective Channels. IEEE Transactions on Signal Processing, 59 (2). pp. 713-727. ISSN 1053-587X. https://resolver.caltech.edu/CaltechAUTHORS:20110314-104039402

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Abstract

In the class of systems with linear precoder and decision feedback equalizers (DFE) for zero-padded (ZP) multiple- input multiple-output (MIMO) frequency selective channels, existing optimal transceiver designs present two drawbacks. First, the optimal systems require a large number of feedback bits from the receiver to encode the full precoding matrix. Second, the full precoding matrix leads to complex computations. These disadvantages become more severe as the bandwidth (BW) efficiency increases. In this paper, we propose using block diagonal geometric mean decomposition (BD-GMD) to design the transceiver. Two new BD-GMD transceivers are proposed: the ZF-BD-GMD system, where the receiver is a zero-forcing DFE (ZF-DFE), and the MMSE-BD-GMD system, where the receiver is a minimummean- square-error DFE (MMSE-DFE). The BD-GMD systems introduced here have the following four properties: a) They use the block diagonal unitary precoding technique to reduce the required number of encoding bits and simplify the computation. b) For any block size, the BD-GMD systems are optimal within the family of systems using block diagonal unitary precoders and DFEs. As block size gets larger, the BD-GMD systems produce uncoded bit error rate (BER) performance similar to the optimal systems using unitary precoders and DFEs. c) For the two ZF transceivers (ZF-Optimal and ZF-BD-GMD) and the two MMSE transceivers (MMSE-Optimal and MMSE-BD-GMD), the average BER degrades as the BW efficiency increases. d) In the case of single-input single-output (SISO) channels, the BD-GMD systems have the same performance as those of the lazy precoder transceivers. These properties make the proposed BD-GMD systems more favorable designs in practical implementation than the optimal systems.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/TSP.2010.2090522 DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5617291PublisherUNSPECIFIED
Additional Information:© 2011 IEEE. Manuscript received January 26, 2010; revised June 09, 2010; accepted October 18, 2010. Date of publication November 01, 2010; date of current version January 12, 2011. The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Ali Ghrayeb. This work was supported in part by the ONR grant N00014-08-1-0709, and by the California Institute of Technology.
Funders:
Funding AgencyGrant Number
Office of Naval Research (ONR)N00014-08-1-0709
CaltechUNSPECIFIED
Subject Keywords:Block diagonal matrix; block Toeplitz matrix; decision feed back; geometric mean decomposition; Szego's theorem
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INSPEC Accession Number11742837
Issue or Number:2
Record Number:CaltechAUTHORS:20110314-104039402
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20110314-104039402
Official Citation:Ching-Chih Weng; Vaidyanathan, P.P.; , "Block Diagonal GMD for Zero-Padded MIMO Frequency Selective Channels," Signal Processing, IEEE Transactions on , vol.59, no.2, pp.713-727, Feb. 2011 doi: 10.1109/TSP.2010.2090522 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5617291&isnumber=5685344
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:22852
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:15 Mar 2011 21:43
Last Modified:03 Oct 2019 02:40

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