Beyond Dirty Paper Coding for Multi-Antenna Broadcast Channel With Partial CSIT: A Rate-Splitting Approach

被引:87
作者
Mao, Yijie [1 ]
Clerckx, Bruno [1 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
MISO communication; Precoding; Receivers; MIMO communication; Antennas; Interference cancellation; Dirty paper coding (DPC); multiple-input single-output (MISO); broadcast channel (BC); rate-splitting multiple access (RSMA); partial channel state information (CSI) at the transmitter (CSIT); SUM-RATE MAXIMIZATION; ACHIEVABLE RATES; MISO SYSTEMS; DOWNLINK; CAPACITY; NETWORKS; TRANSMISSION; DUALITY; FREEDOM; REGION;
D O I
10.1109/TCOMM.2020.3014153
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
Imperfect Channel State Information at the Transmitter (CSIT) is inevitable in modern wireless communication networks, and results in severe multi-user interference in multi-antenna Broadcast Channel (BC). While the capacity of multi-antenna (Gaussian) BC with perfect CSIT is known and achieved by Dirty Paper Coding (DPC), the capacity and the capacity-achieving strategy of multi-antenna BC with imperfect CSIT remain unknown. Conventional approaches therefore rely on applying communication strategies designed for perfect CSIT to the imperfect CSIT setting. In this work, we break this conventional routine and make two major contributions. First, we show that linearly precoded Rate-Splitting (RS), relying on the split of messages into common and private parts and linear precoding at the transmitter, and successive interference cancellation at the receivers, can achieve larger rate region than DPC in multi-antenna BC with partial CSIT. Second, we propose a novel scheme, denoted as Dirty Paper Coded Rate-Splitting (DPCRS), that relies on RS to split the user messages into common and private parts, and DPC to encode the private parts. We show that the rate region of DPCRS in Multiple-Input Single-Output (MISO) BC with partial CSIT is enlarged beyond that of conventional DPC and that of linearly precoded RS. Gaining benefits from the capability of RS to partially decode the interference and partially treat interference as noise, DPCRS is less sensitive to CSIT inaccuracies, networks loads and user deployments compared with DPC and other existing transmission strategies.
引用
收藏
页码:6775 / 6791
页数:17
相关论文
共 51 条
[1]   Interference Mitigation via Rate-Splitting and Common Message Decoding in Cloud Radio Access Networks [J].
Ahmad, Alaa Alameer ;
Dahrouj, Hayssam ;
Chaaban, Anas ;
Sezgin, Aydin ;
Alouini, Mohamed-Slim .
IEEE ACCESS, 2019, 7 :80350-80365
[2]  
[Anonymous], 2013, MIMO wireless networks: Channels, techniques and standards for multi-antenna, multi-user and multi-cell systems
[3]  
[Anonymous], 2014, Convex Optimiza- tion
[4]  
[Anonymous], [No title captured]
[5]   On the achievable throughput of a multiantenna Gaussian broadcast channel [J].
Caire, G ;
Shamai, S .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (07) :1691-1706
[6]   Multiuser MIMO Achievable Rates With Downlink Training and Channel State Feedback [J].
Caire, Giuseppe ;
Jindal, Nihar ;
Kobayashi, Mari ;
Ravindran, Niranjay .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (06) :2845-2866
[7]   On Generalized Downlink Beamforming with NOMA [J].
Choi, Jinho .
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2017, 19 (04) :319-328
[8]   Weighted Sum-Rate Maximization using Weighted MMSE for MIMO-BC Beamforming Design [J].
Christensen, Soren Skovgaard ;
Agarwal, Rajiv ;
de Carvalho, Elisabeth ;
Cioffi, John M. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (12) :4792-4799
[9]   Rate-Splitting Unifying SDMA, OMA, NOMA, and Multicasting in MISO Broadcast Channel: A Simple Two-User Rate Analysis [J].
Clerckx, Bruno ;
Mao, Yijie ;
Schober, Robert ;
Poor, H. Vincent .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (03) :349-353
[10]   Rate Splitting for MIMO Wireless Networks: A Promising PHY-Layer Strategy for LTE Evolution [J].
Clerckx, Bruno ;
Joudeh, Hamdi ;
Hao, Chenxi ;
Dai, Mingbo ;
Rassouli, Borzoo .
IEEE COMMUNICATIONS MAGAZINE, 2016, 54 (05) :98-105