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    ARTICLE

    Optimized Reinforcement Learning Based Multipath Transfer Protocol in Wireless Mesh Network

    S. Rajeswari1,*, S. A. Arunmozhi1, Y. Venkataramani2

    Intelligent Automation & Soft Computing, Vol.34, No.3, pp. 1959-1970, 2022, DOI:10.32604/iasc.2022.025957

    Abstract Multiple radios working on different channels are used in Wireless Mesh Networks (WMNs) to improve network performance and reduce Energy Consumption (EC). Effective routing in Backbone WMNs is where each cross-section switch is well-organized with multiple Radio Interfaces (RI), and a subset of hubs is occupied as a gateway to the Internet. Most routing methods decrease the forward overheads by evolving one dimension, e.g., hop count and traffic proportion. With that idea, while considering these dimensions together, the complexity of the routing issue increases drastically. Consequently, an effective EC routing method considers a few performances simultaneously, and the requirement of… More >

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