Efficient Power Allocation and Saving Framework for VLC-enabled Indoor Networks with Crowded Heterogeneous Obstacles

Anand Singh, Haythem Bany Salameh,Moussa Ayyash,Hany Elgala

IEEE Sensors Journal(2024)

引用 0|浏览1
暂无评分
摘要
The widespread deployment of white light-emitting diodes (LEDs) for lighting offers a unique opportunity to develop ubiquitous indoor communication based on visible light communication (VLC) technology and accurate localization based on visible light positioning (VLP) technology. However, the implementation of such systems in crowded indoor environments with dynamic blockages of varying sizes and shapes introduces new design challenges. These challenges also include dynamic blockage identification and accurate three-dimensional (3D) obstacle localization. Previous research has presented methods for precise 3D obstacle identification and localization, but none has harnessed this information to improve communication reliability. Therefore, this paper introduces a novel optimized LED power management framework that utilizes the estimated locations of obstacles to improve communication performance in VLC-enabled indoor networks. The main objective of the proposed framework is to maximize the achieved data rates and power savings in blockage-rich indoor environments by optimizing the LED power allocation while adhering to predefined bit error rate (BER), permissible localization errors, and illumination constraints. Based on the proposed optimal LED power allocation, a power-saving optimization framework with the objective of improving the energy efficiency of the system is also proposed. The simulation results indicate that the proposed optimal LED power management framework can result in significant power savings, approximately 68% for the 16-LED configuration and 72% for the 32-LED configuration, compared to the equal power allocation policy. Furthermore, the paper derives closed-form expressions for the BER and localization error as a function of the operating environment parameters (e.g., number of blockages and angle of light irradiance). Furthermore, the results demonstrate that a localization error of approximately 6 cm and 4 cm is sufficient to achieve maximum data rates with 16 and 32 LEDs, respectively.
更多
查看译文
关键词
Visible light communication (VLC),Visible light positioning (VLP),AP power management,Power saving,Location estimation
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要