计算机科学
延迟(音频)
蓝牙
网络数据包
独特性
低延迟(资本市场)
物联网
数据传输
无线传感器网络
简单(哲学)
数据收集
计算机网络
算法
无线
电信
嵌入式系统
数学
数学分析
统计
哲学
认识论
作者
Siti Nur Fatihah,Gilang Raka Rayuda Dewa,Cheolsoo Park,Illsoo Sohn
标识
DOI:10.1109/lcomm.2022.3215158
摘要
This letter develops an efficient self-optimizing algorithm for Bluetooth Low Energy (BLE) networks in industrial IoT (IIoT) applications. The ultra-dense nature of IIoT applications implies that BLE networks are associated with a high probability of packet collisions, increasing the data collection latency. Determining the optimal packet transmission interval that minimizes the data collection latency is very challenging due to the non-linearity of this problem. We derive an analytic solution by which to realize an optimal advertising interval in a closed-form expression and prove its optimality and uniqueness. Based on a simple closed-form solution, we develop a low-complexity self-optimizing algorithm that minimizes the data collection latency. Simulation results confirm that the analytic results are accurate and that the proposed algorithm autonomously optimizes BLE networks.
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