Full-Duplex AF MIMO Relaying: Impairments Aware Design and Performance Analysis

被引:2
作者
Taghizadeh, Omid [1 ]
Stanczak, Slawomir [1 ]
Iimori, Hiroki [2 ]
Abreu, Giuseppe [2 ]
机构
[1] Tech Univ Berlin, Network Informat Theory Grp, D-10587 Berlin, Germany
[2] Jacobs Univ Bremen, Dept Comp Sci & Elect Engn, D-28759 Bremen, Germany
来源
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2020年
关键词
TRANSCEIVER DESIGN; OPTIMIZATION; HARDWARE;
D O I
10.1109/GLOBECOM42002.2020.9322224
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Full-Duplex (FD) Amplify-and-Forward (AF) Multiple-Input Multiple-Output (MIMO) relaying has been the focus of several recent studies, due to the potential for achieving a higher spectral efficiency and lower latency, together with the inherent processing simplicity. However, when the impact of hardware distortions is considered, such relays suffer from a distortion-amplification loop, due to the inter-dependent nature of the relay transmit signal covariance and the residual self-interference covariance. The aforementioned behavior leads to a significant performance degradation for a system with a low or medium hardware accuracy. In this work, we analyse the relay transfer function as well as the Mean Squared-Error (MSE) performance of an FD-AF MIMO relay-assisted communication, under the consideration of collective sources of additive and multiplicative transmit and receive impairments. An optimization problem is then devised over the linear transmit and receive strategies to minimize the communication MSE and solved by employing the recently proposed Penalty Dual Decomposition (PDD) method. The proposed solution converges to a stationary point of the original problem via a sequence of quadratic convex programs. Numerical simulations verify the significance of the proposed distortion-aware design compared to the common simplified approaches, as the hardware accuracy degrades.
引用
收藏
页数:6
相关论文
共 31 条
[1]  
[Anonymous], 2017, ARXIV171204767
[2]  
[Anonymous], 2012, P IEEE VEH TECHN C V
[3]  
Bharadia Dinesh, 2014, Proceedings of NSDI '14: 11th USENIX Symposium on Networked Systems Design and Implementation. NSDI '14, P359
[4]   Full Duplex Radios [J].
Bharadia, Dinesh ;
McMilin, Emily ;
Katti, Sachin .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2013, 43 (04) :375-386
[5]   Robust Joint Hybrid Transceiver Design for Millimeter Wave Full-Duplex MIMO Relay Systems [J].
Cai, Yunlong ;
Xu, Ying ;
Shi, Qingjiang ;
Champagne, Benoit ;
Hanzo, Lajos .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (02) :1199-1215
[6]   A Spatial-Domain Joint-Nulling Method of Self-Interference in Full-Duplex Relays [J].
Chun, Byungjin ;
Park, Hyuncheol .
IEEE COMMUNICATIONS LETTERS, 2012, 16 (04) :436-438
[7]   Achievable Rates of Full-Duplex MIMO Radios in Fast Fading Channels With Imperfect Channel Estimation [J].
Cirik, Ali Cagatay ;
Rong, Yue ;
Hua, Yingbo .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (15) :3874-3886
[8]   Full-Duplex MIMO Relaying: Achievable Rates Under Limited Dynamic Range [J].
Day, Brian P. ;
Margetts, Adam R. ;
Bliss, Daniel W. ;
Schniter, Philip .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (08) :1541-1553
[9]   Full-Duplex Bidirectional MIMO: Achievable Rates Under Limited Dynamic Range [J].
Day, Brian P. ;
Margetts, Adam R. ;
Bliss, Daniel W. ;
Schniter, Philip .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (07) :3702-3713
[10]   Experiment-Driven Characterization of Full-Duplex Wireless Systems [J].
Duarte, Melissa ;
Dick, Chris ;
Sabharwal, Ashutosh .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (12) :4296-4307