Asynchronous Cell-Free Massive MIMO With Rate-Splitting

被引:48
|
作者
Zheng, Jiakang [1 ,2 ]
Zhang, Jiayi [1 ,2 ]
Cheng, Julian [3 ]
Leung, Victor C. M. [4 ,5 ]
Ng, Derrick Wing Kwan [6 ]
Ai, Bo [2 ,7 ,8 ,9 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[2] Beijing Jiaotong Univ, Frontiers Sci Ctr Smart High Speed Railway Syst, Beijing 100044, Peoples R China
[3] Univ British Columbia, Sch Engn, Kelowna, BC V1V 1V7, Canada
[4] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[6] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[7] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[8] Zhengzhou Univ, Henan Joint Int Res Lab Intelligent Networking & D, Zhengzhou 450001, Peoples R China
[9] Peng Cheng Lab, Res Ctr Networks & Commun, Shenzhen 518055, Peoples R China
基金
澳大利亚研究理事会; 北京市自然科学基金; 中国国家自然科学基金;
关键词
Cell-free massive MIMO; asynchronous reception; rate-splitting; spectral efficiency; precoding; MULTIUSER MISO SYSTEMS; JOINT POWER-CONTROL; PERFORMANCE; NETWORKS; ENERGY; SYNCHRONIZATION; TRANSMISSION; ACCESS;
D O I
10.1109/JSAC.2023.3240709
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In practical cell-free (CF) massive multiple-input multiple-output (MIMO) networks with distributed and low-cost access points, the asynchronous arrival of signals at the user equipments increases multi-user interference that degrades the system performance. Meanwhile, rate-splitting (RS), exploiting the transmission of both common and private messages, has demonstrated to offer considerable spectral efficiency (SE) improvements and its robustness against channel state information (CSI) imperfection. The signal performance of a CF massive MIMO system is first analyzed for asynchronous reception capturing the joint effects of propagation delays and oscillator phases of transceivers. Taking into account the imperfect CSI caused by asynchronous phases and pilot contamination, we derive novel and closed-form downlink SE expressions for characterizing the performance of both the RS-assisted and conventional non-RS-based systems adopting coherent and non-coherent data transmission schemes, respectively. Moreover, we formulate the design of robust precoding for the common messages as an optimization problem that maximizes the minimum individual SE of the common message. To address the non-convexity of the design problem, a bisection method is proposed to solve the problem optimally. Simulation results show that asynchronous reception indeed destroys both the orthogonality of the pilots and the coherent data transmission resulting in poor system performance. Besides, thanks to the uniform coverage properties of CF massive MIMO systems, RS with a simple low-complexity precoding for the common message obtained by the equal ratio sum of the private precoding is able to achieve substantial downlink sum SE gains, while the application of robust precoding to the common message is shown to be useful in some extreme cases, e.g., serious oscillator mismatch and unknown delay phase.
引用
收藏
页码:1366 / 1382
页数:17
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