Analysis of a Wireless Sensor Network's Performance using Novel Improved Communication Steadiness Routing over Cluster-Chain Mobile Agent Routing

2023 International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF)(2023)

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摘要
The main intention of the work is to achieve packet transmission steadiness for any abnormal condition and to detect the invalid path in Wireless Sensor Networks (WSN), using a novel improved communication steadiness routing (ICSR) over Cluster-Chain Mobile Agent Routing (CCM) is implemented. Materials and Methods: ICSR and CCM are implemented in this research work to increase path stability and minimize energy consumption in order to improve communication. Sample size is considered 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, network lifetime, end to end delay packet delivery ratio, and energy consumption, network overhead are the metrics used to measure the performance of ICSR and CCM models at different study groups with p<0.05. ICSR provides a higher of 94.050% compared to CCM with 79.56% in minimizing energy consumption and to increase path stability. The significant charge was 0.000 (P<0.05) that shows the two groups were statistically noteworthy. Conclusion: The Novel Improved Communication Steadiness Routing routing model's performance is compared with Cluster-Chain Mobile agent routing (CCM) model, from the results it is clear that ICSR outperforms CCM model in all the parameters.
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关键词
Wireless Sensor Network,Novel Improved Communication Steadiness Routing,Cluster-Chain Mobile Agent Routing,Void Path Identification Algorithm,Packet Transmission,Energy Consumption
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