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Joint Newton Iteration and Neumann Series Method of Convergence-Accelerating Matrix Inversion Approximation in Linear Precoding for Massive MIMO Systems
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-5, 5 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-05-31
Country of Publication
Egypt
No. of Pages
5
Main Subjects
Abstract EN
Due to large numbers of antennas and users, matrix inversion is complicated in linear precoding techniques for massive MIMO systems.
Several approximated matrix inversion methods, including the Neumann series, have been proposed to reduce the complexity.
However, the Neumann series does not converge fast enough.
In this paper, to speed up convergence, a new joint Newton iteration and Neumann series method is proposed, with the first iteration result of Newton iteration method being employed to reconstruct the Neumann series.
Then, a high probability convergence condition is established, which can offer useful guidelines for practical massive MIMO systems.
Finally, simulation examples are given to demonstrate that the new joint Newton iteration and Neumann series method has a faster convergence rate compared to the previous Neumann series, with almost no increase in complexity when the iteration number is greater than or equal to 2.
American Psychological Association (APA)
Shao, Lin& Zu, Yunxiao. 2016. Joint Newton Iteration and Neumann Series Method of Convergence-Accelerating Matrix Inversion Approximation in Linear Precoding for Massive MIMO Systems. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-5.
https://search.emarefa.net/detail/BIM-1111790
Modern Language Association (MLA)
Shao, Lin& Zu, Yunxiao. Joint Newton Iteration and Neumann Series Method of Convergence-Accelerating Matrix Inversion Approximation in Linear Precoding for Massive MIMO Systems. Mathematical Problems in Engineering No. 2016 (2016), pp.1-5.
https://search.emarefa.net/detail/BIM-1111790
American Medical Association (AMA)
Shao, Lin& Zu, Yunxiao. Joint Newton Iteration and Neumann Series Method of Convergence-Accelerating Matrix Inversion Approximation in Linear Precoding for Massive MIMO Systems. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-5.
https://search.emarefa.net/detail/BIM-1111790
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111790