首页> 外文期刊>Facta Universitatis. Series Electronics and Energetics >SWARM INTELLIGENCE BASED RELIABLE AND ENERGY BALANCE ROUTING ALGORITHM FOR WIRELESS SENSOR NETWORK
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SWARM INTELLIGENCE BASED RELIABLE AND ENERGY BALANCE ROUTING ALGORITHM FOR WIRELESS SENSOR NETWORK

机译:无线传感器网络的基于群体智能的可靠和能量平衡路由算法

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Energy is an extremely crucial resource for Wireless Sensor Networks (WSNs). Many routing techniques have been proposed for finding the minimum energy routing paths with a view to extend the network lifetime. However, this might lead to unbalanced distribution of energy among sensor nodes resulting in, energy hole problem. Therefore, designing energy-balanced routing technique is a challenge area of research in WSN.? Moreover, dynamic and harsh environments pose great challenges in the reliability of WSN. To achieve reliable wireless communication within WSN, it is essential to have reliable routing protocol. Furthermore, due to the limited memory resources of sensor nodes, full utilization of such resources with less buffer overflow remains as a one of main consideration when designing a routing protocol for WSN. Consequently, this paper proposes a routing scheme that uses SWARM intelligence to achieve both minimum energy consumption and balanced energy consumption among sensor nodes for WSN lifetime extension. In addition, data reliability is considered in our model where, the sensed data can reach the sink node in a more reliable way. Finally, buffer space is considered to reduce the packet loss and energy consumption due to the retransmission of the same packets. Through simulation, the performance of proposed algorithm is compared with the previous work such as EBRP, ACO, TADR, SEB, and CLR-Routing.
机译:能源是无线传感器网络(WSN)极为重要的资源。为了延长网络寿命,已经提出了许多路由技术来寻找最小的能量路由路径。但是,这可能导致传感器节点之间的能量分配不平衡,从而导致能量孔问题。因此,设计能量平衡路由技术是WSN研究的一个挑战领域。此外,动态和恶劣的环境对WSN的可靠性提出了巨大的挑战。为了在WSN中实现可靠的无线通信,必须具有可靠的路由协议。此外,由于传感器节点的存储器资源有限,因此在设计用于WSN的路由协议时,主要的考虑之一仍然是充分利用此类资源并减少缓冲区溢出。因此,本文提出了一种路由方案,该方案使用SWARM智能来实现传感器节点之间的最小能耗和平衡能耗,从而延长WSN的使用寿命。另外,在我们的模型中考虑了数据可靠性,在该模型中,感测到的数据可以更可靠的方式到达接收节点。最后,考虑缓冲区空间以减少由于相同数据包的重传而造成的数据包丢失和能耗。通过仿真,将所提算法的性能与之前的工作如EBRP,ACO,TADR,SEB和CLR路由进行了比较。

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