Scalable Cell-Free Massive MIMO Systems: Impact of Hardware Impairments

被引:33
|
作者
Papazafeiropoulos, Anastasios [1 ,2 ]
Bjornson, Emil [3 ,4 ]
Kourtessis, Pandelis [1 ]
Chatzinotas, Symeon [2 ]
Senior, John M. [1 ]
机构
[1] Univ Hertfordshire, Commun & Intelligent Syst Res Grp, Hatfield AL10 9AB, Herts, England
[2] Univ Luxembourg, SnT, L-1359 Luxembourg, Luxembourg
[3] KTH Royal Inst Technol, S-16440 Kista, Sweden
[4] Linkoping Univ, S-58183 Linkoping, Sweden
基金
瑞典研究理事会;
关键词
Additives; Hardware; Distortion; Uplink; Nonlinear distortion; Decoding; Antenna arrays; Cell-free massive MIMO systems; user-centric 5 G networks; transceiver hardware impairments; MMSE processing; capacity bounds; COVARIANCE-MATRIX ESTIMATION; WIRELESS; CAPACITY; CHANNEL; ENERGY; PERFORMANCE; NETWORKS;
D O I
10.1109/TVT.2021.3109341
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
Standard cell-free (CF) massive multiple-input-multiple-output (mMIMO) systems is a promising technology to cover the demands for higher data rates in fifth-generation (5G) networks and beyond. These systems assume a large number of distributed access points (APs) using joint coherent transmission to communicate with the users. However, CF mMIMO systems present an increasing computational complexity as the number of users increases. Scalable cell-free CF (SCF) systems have been proposed to face this challenge. Given that the cost-efficient deployment of such large networks requires low-cost transceivers, which are prone to unavoidable hardware imperfections, realistic evaluations of SCF mMIMO systems should take them into account before implementation. Hence, in this work, we focus on the impact of hardware impairments (HWIs) on the SCF mMIMO systems through a general model accounting for both additive and multiplicative impairments. Notably, there is no other work in the literature studying the impact of phase noise (PN) in the local oscillators (LOs) of CF mMIMO systems or in general the impact of any HWIs in SCF mMIMO systems. In particular, we derive upper and lower bounds on the uplink capacity accounting for HWIs. Moreover, we obtain the optimal hardware-aware (HA) partial minimum mean-squared error (PMMSE) combiner. Especially, the lower bound is derived in closed-form using the theory of deterministic equivalents (DEs). Among the interesting findings, we observe that separate LOs (SLOs) outperform a common LO (CLO), and the additive transmit distortion degrades more the performance than the additive receive distortion.
引用
收藏
页码:9701 / 9715
页数:15
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