Information-Theoretic Characterization of MIMO Systems With Multiple Rayleigh Scattering

被引:8
|
作者
Alfano, Giusi [1 ]
Chiasserini, Carla-Fabiana [2 ,3 ]
Nordio, Alessandro [4 ]
Zhou, Siyuan [5 ]
机构
[1] Politecn Torino, Dept Sci & Appl Technol, I-10129 Turin, Italy
[2] Politecn Torino, Dept Elect & Telecommun, I-10129 Turin, Italy
[3] CNR IEIIT, I-40136 Bologna, Italy
[4] Wireless Commun Syst Grp, CNR IEIIT, I-10129 Turin, Italy
[5] Hohai Univ, Coll Comp & Informat, Nanjing 210029, Jiangsu, Peoples R China
关键词
MIMO; random matrix products; multiple Rayleigh scattering; error exponents; linear receivers; GALLAGERS EXPONENT; WIRELESS CHANNELS; OUTAGE CAPACITY; SUM RATE; PERFORMANCE; EIGENVALUE; STATISTICS; RECEIVERS; DIVERSITY; MATRICES;
D O I
10.1109/TIT.2018.2803046
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present an information-theoretic analysis of a point-to-point multiple-input multiple-output ( MIMO) link affected by Rayleigh fading and multiple scattering, under perfect channel state information at the receiver. Unlike previous work addressing this setting, we investigate the random coding error exponent, its associated cutoff rate and the expurgated error exponent, and derive closed-form expressions for them. Moreover, leveraging the average mutual information expression presented by Akemann et al., we derive another important metric, namely, the sum rate, under linear receive processing and independent stream decoding. In particular, we characterize the performance of the minimum mean squared error receiver in closed form, and that of the zero forcing receiver by resorting to bounding techniques. The bulk of the work relies on results about finitedimensional random matrix products, a number of which are novel and detailed in the Appendices. The analysis, validated through numerical results, highlights the severe degradation in the performance of linear receivers due to multi-fold scattering. It also unveils the performance trend of multiple scattering MIMO channels as a function of the number of antennas and the number of scattering stages.
引用
收藏
页码:5312 / 5325
页数:14
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