Semidefinite programming relaxation based virtually antipodal detection for MIMO systems using Gray-coded high-order QAM


Yang, Shaoshi, Lv, Tiejun and Hanzo, Lajos (2013) Semidefinite programming relaxation based virtually antipodal detection for MIMO systems using Gray-coded high-order QAM. IEEE Transactions on Vehicular Technology, 62, (4), 1667-1677. (doi:10.1109/TVT.2012.2235190).

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Description/Abstract

An efficient generalized semidefinite programming relaxation (SDPR) based virtually antipodal (VA) detection approach is proposed for Gray-coded high-order rectangular quadrature amplitude modulation (QAM) signalling over multiple-input--multiple-output (MIMO) channels. Albeit the decomposition of symbol-based detection to a bit-based one is desirable owing to its reduced complexity and increased flexibility, Gray-mapping is nonlinear, and hence the direct bit-based detection of Gray-coded-QAM MIMO systems constitutes a challenging problem. In this paper, we find a way of exploiting the structural regularity of Gray-coded high-order rectangular QAM, and transforms the classic symbol-based MIMO detection model to a low-complexity bit-based detection model. As an appealing benefit, the conventional three-step ``signal-to-symbols-to-bits'' decision process can be substituted by a simpler ``signal-to-bits'' decision process for the classic Gray-mapping aided high-order rectangular QAM, and hence any bit-based detection method becomes potentially applicable. As an application example, we propose a direct-bit-based VA-SDPR (DVA-SDPR) MIMO detector, which is capable of directly making binary decisions concerning the individual information bits of the ubiquitous Gray-mapping aided high-order rectangular QAM, while dispensing with symbol-based detection. Furthermore, the proposed model transformation method facilitates the exploitation of the unequal error protection (UEP) property of high-order QAM with the aid of the low-complexity bit-flipping based ``hill climbing'' method. As a result, the proposed DVA-SDPR detector achieves the best bit error ratio (BER) performance among the known SDPR-based MIMO detectors in the context considered, while still maintaining the lowest-possible worst-case complexity order of O (NT log2M + 1)3.5.

Item Type: Article
ISSNs: 0018-9545 (print)
1939-9359 (electronic)
Keywords: binary constrained quadratic programming, gray mapping, primal-dual interior-point algorithm, pd-iba, high-order qam, semidefinite programming relaxation, sdpr, virtually-antipodal detection
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Comms, Signal Processing & Control
ePrint ID: 273144
Date Deposited: 28 Jan 2012 20:24
Last Modified: 27 Mar 2014 20:18
Further Information:Google Scholar
ISI Citation Count:0
URI: http://eprints.soton.ac.uk/id/eprint/273144

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