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Efficient load aware evolutionary routing protocol in hybrid wireless network using MOEAD/D

机译:使用MOEAD / D的混合无线网络中的高效负载感知演进路由协议

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摘要

The hybrid wireless network has developed as a promising solution, enabling mobile customers to accomplish higher execution and access service in a consistent way free of their reality in the range of wireless local area network (WLAN). In this paper, we have proposed the load aware routing protocol for the hybrid wireless network. Hybrid networks were having the combination of several networks such as MANET and VANET. In the hybrid network generally, the data transmission is very high and hence, it is necessary to create a reliable routing protocol for avoiding delay and to increase packet delivery ratio. Thus, we have implemented the optimal algorithm of MOEAD/D, i.e., a multi objective evolutionary algorithm based on decomposition combined with Djikstra. Here the MOEAD is used to find the best router for transmitting the data packets and the Djikstra algorithm is used to find the shortest path for the router. Thus, this combination of MOEAD and Djikstra has yielded a reliable load aware routing protocol. The simulation result shows that the performance of our proposed routing protocol is better than the existing protocol.
机译:混合无线网络已发展成为一种有前途的解决方案,它使移动客户能够以一致的方式完成更高的执行和访问服务,而不受其在无线局域网(WLAN)范围内的实际情况的影响。在本文中,我们提出了用于混合无线网络的负载感知路由协议。混合网络具有多个网络的组合,例如MANET和VANET。通常,在混合网络中,数据传输非常高,因此,有必要创建可靠的路由协议来避免延迟并增加分组传送率。因此,我们实现了MOEAD / D的最佳算法,即基于分解与Djikstra结合的多目标进化算法。在这里,MOEAD用于查找传输数据包的最佳路由器,Djikstra算法用于查找路由器的最短路径。因此,MOEAD和Djikstra的这种组合产生了可靠的负载感知路由协议。仿真结果表明,本文提出的路由协议的性能优于现有协议。

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