Title
Joint Constellation-Labeling Optimization for VLC-CSK Systems
Abstract
In this letter, we have optimized the joint constellation-labeling for a finite number of signals in visible light communication (VLC) systems with color-shift keying (CSK) modulation by maximizing the pragmatic mutual information (PMI). First, an equivalent parallel channel model of the VLC-CSK system is constructed. Then the PMI is derived to be the objective function of the newly formulated joint constellation-labeling optimization problem of the VLC-CSK system. Simulated annealing (SA) algorithm and modified interior point method (MIPM) are adopted to solve the joint constellation-labeling optimization problem. Simulation results show that the proposed methods improve the PMI performance compared to the existing constellation-labeling scheme of signals, especially in the low signal-to-noise ratio (SNR) region. Besides, it can been seen that the MIPM saves a large amount of computational time compared to the SA algorithm while achieving the same performance improvement.
Year
DOI
Venue
2019
10.1109/lwc.2019.2916336
IEEE Wireless Communications Letters
Keywords
Field
DocType
Optimization,Light emitting diodes,Channel models,Labeling,Modulation,Mutual information,Receivers
Simulated annealing,Mathematical optimization,Keying,Visible light communication,Modulation,Mutual information,Interior point method,Optimization problem,Mathematics,Performance improvement
Journal
Volume
Issue
ISSN
8
4
2162-2337
Citations 
PageRank 
References 
2
0.41
0
Authors
6
Name
Order
Citations
PageRank
Linqiong Jia1182.68
Feng Shu230048.17
Ming Chen310812.20
Weibin Zhang43110.03
Jun Li574790.31
Jiangzhou Wang62674212.44