Guaranteed Greedy Scheduling algorithm for coal workface PWSN

Xiaohu Zhao, Zuhao Fang, Xin Zhang
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Abstract

In view of the proposed model of the PWSN (positioning wireless sensor networks) for coal workface, the uncertainty of the model in the application scenario is analyzed, and the transmission time of the network is too long while the packet loss problem during scheduling is proposed. In order to solve this problem, the process of channel-to-message transmission scheduling is optimized. Combined with PSO (Particle Swarm Optimization) algorithm and multi-level iterative algorithm, a guaranteed greedy transmission scheduling algorithm is proposed. Simulation experiments show that the proposed method effectively reduces the transmission time of packets under the premise of ensuring the packet loss rate.
煤矿工作面PWSN的保证贪婪调度算法
针对提出的煤矿工作面PWSN(定位无线传感器网络)模型,分析了该模型在应用场景中的不确定性,提出了网络传输时间过长,调度过程中存在丢包问题。为了解决这一问题,对信道到消息的传输调度过程进行了优化。结合粒子群优化算法和多级迭代算法,提出了一种保证贪婪的传输调度算法。仿真实验表明,该方法在保证丢包率的前提下,有效地减少了数据包的传输时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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