基于自组织树能量平衡路由的新型改进通信稳定路由无线传感器网络性能分析

T. Anitha, S. Sridhar
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引用次数: 0

摘要

为了在任何异常情况下实现数据包传输的稳定性和检测WSN中的无效路径,在自组织树能量平衡路由(STB)的基础上提出了一种改进的通信稳定性路由(ICSR)。材料和方法:本研究工作中采用ICSR和STB,以提高路径稳定性和最小化能耗,从而改善通信。使用G power软件计算样本量,确定为每组10个,预试功率为80%,阈值为0.05%,CI为95%。结果:利用空路径识别技术发现错误路径。如果某条路径长时间不处于活动状态,可能会导致该路由上的节点在相互通信时丢包。因此,需要一种节能稳定的路由方式,以最小化能量消耗并增加路径稳定性。路径稳定性、能量消耗、网络开销、数据包传送率、网络生存时间和端到端延迟是衡量不同研究组ICSR和STB模型性能的指标,p<0.05。在最小化能耗和增加路径稳定性方面,ICSR比机顶盒的78.06%提供了更高的94.05%。显著值为0.007 (P<0.05),说明两组差异有统计学意义。结论:比较了ICSR路由模型与基于自组织树的能量平衡路由协议(STB)模型的性能。从结果可以看出,ICSR在所有参数上都优于STB模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of a Wireless Sensor Network’s Performance using Novel Improved Communication Steadiness Routing over Self-organized Tree-Based Energy Balance Routing
The main aim of the research is to achieve packet transmission steadiness for any abnormal condition and to detect the invalid path in WSN, a novel improved communication steadiness routing (ICSR) over Self-organized Tree-Based Energy Balance Routing (STB). Materials and Methods: ICSR and STB are implemented in this research work to increase path stability and minimize energy consumption in order to improve communication. Sample size is calculated using G power software and determined as 10 per group with pretest power 80%, threshold 0.05% and CI 95%. Results: To discover the incorrect path, a void path identification technique is used. If a path is not kept active for an extended period of time, nodes in the route may miss data packets while communicating to each other. As a result, an energy-efficient stable way for routing is required to minimize energy consumption and increase path stability. Path stability, energy consumption, network overhead, packet delivery ratio, network lifetime, and end to end delay are the metrics used to measure the performance of ICSR and STB models in different study groups with p<0.05. ICSR provides a higher of 94.05% compared to STB with 78.06% in minimizing energy consumption and increasing path stability. The significant value is 0.007 (P<0.05), which shows that two groups are statistically significant. Conclusion: The ICSR routing model’s performance is compared with the Self-organized Tree-Based Energy Balance Routing Protocol (STB) model. From the results, it is clear that ICSR outperforms the STB model in all the parameters.
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