MIMO Detection for High Order QAM by Canonical Dual Approach
Joint Authors
Source
Journal of Applied Mathematics
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-05
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Tian, Ye& Dang, Jr-Fong. 2015. MIMO Detection for High Order QAM by Canonical Dual Approach. Journal of Applied Mathematics،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1067052
Modern Language Association (MLA)
Tian, Ye& Dang, Jr-Fong. MIMO Detection for High Order QAM by Canonical Dual Approach. Journal of Applied Mathematics No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1067052
American Medical Association (AMA)
Tian, Ye& Dang, Jr-Fong. MIMO Detection for High Order QAM by Canonical Dual Approach. Journal of Applied Mathematics. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1067052
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1067052