Virtuial grid based data gathering technique using mobile agent (VGDG-MA)

A. Keerthika, V. Berlin Hency
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Abstract

In recent years Wireless sensor networks (WSNs) play a vital role in various real time application, by collecting a huge amount of various sensory data from the field. The routing protocol for wireless sensor networks mainly aims in the energy-efficiency of the network. Due to restricted energy, memory, transmission range, power and high traffic load, the nodes which act as a sink get depleted quickly. Because of these so many approaches proposed over past years to reduce energy consumption and to prolong network lifetime. Energy consumption of the network can be reduced by means of using the mobile sink and it also reduces the hotspot problem. Hence Virtual Grid based Data Gathering technique using mobile agent (VGDG-MA) for WSN with mobile sink is proposed. Mobile agent is the one which is used to collect the data by flexibly planning its route. In this paper, virtual grid based data gathering technique using mobile agent is presented that mainly aims to reduce the route construction path frequently in a grid structure. Mobile agent is placed in a multihop environment which automatically clones and migrates based on the environmental changes. Instead of mobile sink, these mobile agents migrate in the environment and collect data, clone when it leaves the particular node results in energy consumption and also reduce the construction cost of the network. Based on residual energy of the node, sink relocates its position and avoids network failure. Proposed method shows that mobile agent can powerfully transfer data from sink to source and source to which results in energy consumption, good packet delivery ratio. Simulation results shows that the proposed VGDG-MA increases the network lifetime and gives better results in terms of energy consumption, packet delivery ratio and throughput when compared with other protocols. Simulation is carried out in OMNeT++.
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基于虚拟网格的移动代理数据采集技术(VGDG-MA)
近年来,无线传感器网络(WSNs)通过采集现场大量的各种传感数据,在各种实时应用中发挥着至关重要的作用。无线传感器网络的路由协议主要以网络的能效为目标。由于有限的能量、内存、传输范围、功率和高流量负载,充当sink的节点很快耗尽。由于这些原因,在过去的几年里提出了许多降低能耗和延长网络寿命的方法。利用移动sink可以降低网络的能耗,同时也减少了热点问题。为此,提出了基于虚拟网格的移动代理数据采集技术(VGDG-MA)。移动代理是一种通过灵活规划路由来收集数据的代理。本文提出了一种基于移动代理的虚拟网格数据采集技术,其主要目的是为了减少网格结构中频繁的路线构建路径。移动代理放置在多跳环境中,可以根据环境的变化自动克隆和迁移。这些移动agent不是移动sink,而是在环境中迁移并收集数据,在离开特定节点时进行克隆,从而减少了能量消耗,也降低了网络的构建成本。根据节点的剩余能量,sink重新定位自己的位置,避免网络故障。所提出的方法表明,移动代理能够有效地将数据从汇聚点传输到源点和源点,从而降低了能量消耗,提高了数据包的传送率。仿真结果表明,与其他协议相比,VGDG-MA提高了网络的生存时间,在能耗、分组传输率和吞吐量方面取得了更好的效果。仿真在omnet++中进行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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