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Resource optimization for a self-powered visible light communication positioning system based on a silicon
This study introduces an optimized resource allocation scheme for self-powered visible light systems. The multi-verse optimization algorithm improves communication, positioning, and energy harvesting, reducing bit error rate (BER).
Area of Science:
- Optical Communications
- Wireless Power Transfer
- Sensing and Localization
Background:
- Visible light communication (VLC) systems offer high bandwidth but face challenges in integrated positioning and energy harvesting.
- Silicon photovoltaic cells are increasingly used as receivers for both communication and energy harvesting in VLC systems.
- Optimizing resource allocation is crucial for balancing communication, positioning, and energy transfer efficiency.
Purpose of the Study:
- To propose a resource optimization allocation scheme for self-powered VLC and positioning systems.
- To minimize the system bit error rate (BER) while considering constraints on positioning error, harvested energy, and transmitter power.
- To achieve synergistic optimization of communication performance, positioning accuracy, and energy transfer efficiency.
Main Methods:
- Formulation of an optimization problem with BER minimization as the objective.
- Utilization of the multi-verse optimization (MVO) algorithm for dynamic resource allocation.
- Adjustment of subcarrier group power and receiver power allocation factor.
Main Results:
- The proposed MVO-based scheme significantly reduces BER compared to uniform allocation.
- Effective mitigation of high-frequency fading characteristics inherent to silicon photovoltaic cells.
- Demonstration of the trade-offs between communication, positioning, and energy harvesting.
Conclusions:
- The MVO algorithm provides an effective approach for optimizing integrated VLC and positioning systems.
- The proposed scheme offers novel insights for designing future self-powered optical communication systems.
- Resource allocation is key to balancing diverse performance metrics in VLC applications.
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