Capacity Bounds and High-SNR Capacity of MIMO Intensity-Modulation Optical Channels

被引:33
作者
Chaaban, Anas [1 ]
Rezki, Zouheir [2 ]
Alouini, Mohamed-Slim [3 ]
机构
[1] Univ British Columbia, Sch Engn, Kelowna, BC V1Y 1V7, Canada
[2] Univ Idaho, Elect & Comp Engn Dept, Moscow, ID 83844 USA
[3] King Abdullah Univ Sci & Technol, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
关键词
Intensity modulation; MIMO; capacity bounds; achievable rates; high-SNR; asymptotic capacity; QR-decomposition; WIRELESS COMMUNICATIONS; MULTIPLE-INPUT; COMMUNICATION; PERFORMANCE; VLC;
D O I
10.1109/TWC.2018.2805726
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
The capacity of the intensity modulation direct detection multiple-input-multiple-output channel is studied. Therein, the nonnegativity constraint of the transmit signal limits the applicability of classical schemes, including precoding. Thus, new ways are required for deriving capacity bounds for this channel. To this end, capacity lower bounds are developed in this paper by deriving the achievable rates of two precoding-free schemes: channel inversion and orthogonal-upper triangular matrix product decomposition. The achievable rate of a dc-offset singular-value decomposition-based scheme is also derived as a benchmark. Then, capacity upper bounds are derived and compared against the lower bounds. As a result, the capacity at high signal-to-noise ratio (SNR) is characterized for the case where the number of transmit apertures is not larger than the number of receive apertures, and is shown to be achievable by the QR decomposition scheme. This is shown for a channel with average intensity or peak intensity constraints. Under both constraints, the high-SNR capacity is approximated within a small gap. Extensions to a channel with more transmit apertures than receive apertures are discussed, and capacity bounds for this case are derived.
引用
收藏
页码:3003 / 3017
页数:15
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