DocumentCode :
69386
Title :
Distributed Sum-Rate Optimization for Full-Duplex MIMO System Under Limited Dynamic Range
Author :
Tae Min Kim ; Hyun Jong Yang ; Paulraj, A.J.
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
Volume :
20
Issue :
6
fYear :
2013
fDate :
Jun-13
Firstpage :
555
Lastpage :
558
Abstract :
Distributed sum-rate-maximizing covariance matrices design for full-duplex multi-input multi-output communication is considered, where the information of the loopback interference channels cannot be exchanged reliably due to their large dynamic ranges. We propose a structured covariance matrices design which finds the optimal balance between the two solutions in the extremes of the weak and strong self-interference through a single-parameter optimization. We further propose a low-complexity null projection matrix design algorithm, in which the solution in the strong self-interference regime is designed in the sense to maximize the received channel gain. Exploiting the well-posed structure, the proposed scheme nearly achieves the sum-rate of the previous scheme based on the gradient projection with significantly less amount of inter-node iterations, yielding an increased effective sum-rate and reduced overall complexity for the practial channel block lengths.
Keywords :
MIMO communication; covariance matrices; interference; iterative methods; optimisation; distributed sum-rate optimization; distributed sum-rate-maximizing covariance matrices design; full-duplex MIMO system; full-duplex multi-input multi-output communication; inter-node iterations; limited dynamic range; loopback interference channels; low-complexity null projection matrix design algorithm; practial channel block lengths; self-interference regime; single-parameter optimization; structured covariance matrices design; Complexity theory; Covariance matrix; Dynamic range; Interference; MIMO; Optimization; Silicon; Covariance matrix design; MIMO; distributed optimization; full-duplex; limited dynamic range;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2013.2248360
Filename :
6470648
Link To Document :
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