Channel Capacity and Power Allocation of MIMO Visible Light Communication System

被引:0
作者
Shuai Ma [1 ,2 ]
Ruixin Yang [2 ]
Guanjie Zhang [2 ]
Hang Li [3 ]
Wen Cao [4 ]
Linqiong Jia [5 ]
Yanyu Zhang [6 ]
Shiyin Li [2 ]
机构
[1] Peng Cheng Laboratory
[2] School of Information and Control Engineering, China University of Mining and Technology
[3] Shenzhen Research Institute of Big Data
[4] School of Electronics and Control Engineering, Chang'an University
[5] School of Electronic and Optical Engineering, Nanjing University of Science and Technology
[6] National Digital Switching System Engineering & Technological Research Center
关键词
visible light communication; MIMO; discrete constellation inputs; power allocation;
D O I
暂无
中图分类号
TN929.1 [光波通信、激光通信];
学科分类号
0803 ;
摘要
In this paper, the channel capacity of the multiple-input multiple-output(MIMO) visible light communication(VLC) system is investigated under the peak, average optical and electrical power constraints. Finding the channel capacity of MIMO VLC is shown to be a mixed integer programming problem. To address this open problem, we propose an inexact gradient projection method to find the channel capacity-achieving discrete input distribution and the channel capacity of MIMO VLC. Also we derive both upper and lower bounds of the capacity of MIMO VLC with the closed-form expressions. Furthermore,by considering practical discrete constellation inputs,we develop the optimal power allocation scheme to maximize transmission rate of MIMO VLC system.Simulation results show that more discrete points are needed to achieve the channel capacity as SNR increases. Both the upper and lower bounds of channel capacity are tight at low SNR region. In addition,comparing the equal power allocation, the proposed power allocation scheme can significantly increase the rate for the low-order modulation inputs.
引用
收藏
页码:122 / 138
页数:17
相关论文
共 14 条
[1]   Capacity of optical wireless communication channels [J].
Chaaban, A. ;
Hranilovic, S. .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 378 (2169)
[2]  
Achieving Channel Capacity of Visible Light Communication[J] . Shuai Ma,Ruixin Yang,Yang He,Songtao Lu,Fuhui Zhou,Naofal Al Dhahir,Shiyin Li.IEEE Systems Journal . 2020 (99)
[3]   Capacity and Optimum Signal Constellations for VLC Systems [J].
Jia, Linqiong ;
Shu, Feng ;
Huang, Nuo ;
Chen, Ming ;
Wang, Jiangzhou .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2020, 38 (08) :2180-2189
[4]  
On the Capacity of MIMO Optical Wireless Channels[J] . Li Longguang,Moser Stefan M.,Wang Ligong,Wigger Michele.IEEE Transactions on Information Theory . 2020
[5]  
Amplitude Constrained MIMO Channels: Properties of Optimal Input Distributions and Bounds on the Capacity ?[J] . Alex Dytso,Mario Goldenbaum,H. Vincent Poor,Shlomo Shamai (Shitz).Entropy . 2019 (2)
[6]   Capacity Results on Multiple-Input Single-Output Wireless Optical Channels [J].
Moser, Stefan M. ;
Wang, Ligong ;
Wigger, Michele .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (11) :6954-6966
[7]  
Low-SNR Asymptotic Capacity of MIMO Optical Intensity Channels with Peak and Average Constraints[J] . Chaaban Anas,Rezki Zouheir,Alouini Mohamed Slim.IEEE Transactions on Communications . 2018
[8]   Capacity Bounds for Discrete-Time, Amplitude-Constrained, Additive White Gaussian Noise Channels [J].
Thangaraj, Andrew ;
Kramer, Gerhard ;
Boecherer, Georg .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (07) :4172-4182
[9]   Low-SNR Capacity of Parallel IM-DD Optical Wireless Channels [J].
Chaaban, Anas ;
Rezki, Zouheir ;
Alouini, Mohamed-Slim .
IEEE COMMUNICATIONS LETTERS, 2017, 21 (03) :484-487
[10]  
Efficient IoT Gateway over 5G Wireless: A New Design with Prototype and Implementation Results[J] . Saxena Navrati,Roy Abhishek,Sahu Bharat J. R.,Kim HanSeok.IEEE Communications Magazine . 2017 (2)