Abstract | ||
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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 |
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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 Jia | 1 | 18 | 2.68 |
Feng Shu | 2 | 300 | 48.17 |
Ming Chen | 3 | 108 | 12.20 |
Weibin Zhang | 4 | 31 | 10.03 |
Jun Li | 5 | 747 | 90.31 |
Jiangzhou Wang | 6 | 2674 | 212.44 |