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2015 MIMO Detection for High Order QAM by Canonical Dual Approach
Ye Tian, Jr-Fong Dang
J. Appl. Math. 2015: 1-8 (2015). DOI: 10.1155/2015/201369

Abstract

We develop a canonical dual approach for solving the MIMO problem. First, a special linear transformation is introduced to reformulate the original problem into a { 1 , 1 } constrained quadratic programming problem. Then, we derive a canonical dual problem which is piecewise continuous problem with no duality gap. Under certain conditions, the canonical problem becomes a concave maximization dual problem over a convex feasible domain. By getting the stationary point of the canonical dual problem, we can find either an optimal or approximate solution of the original problem. A gradient decent algorithm is proposed to solve the MIMO problem and simulation results are provided to demonstrate the effectiveness of the method.

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Ye Tian. Jr-Fong Dang. "MIMO Detection for High Order QAM by Canonical Dual Approach." J. Appl. Math. 2015 1 - 8, 2015. https://doi.org/10.1155/2015/201369

Information

Published: 2015
First available in Project Euclid: 11 June 2015

MathSciNet: MR3337407
Digital Object Identifier: 10.1155/2015/201369

Rights: Copyright © 2015 Hindawi

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