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A multiple sink repositioning technique to improve the energy efficiency of wireless sensor networks

机译:一种多接收器重新定位技术,可提高无线传感器网络的能效

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An integral aspect for designing any efficient wireless sensor network is the conservation of energy and the optimization of the power consumption. Continuous and prolonged availability of power plays a vital role in keeping the sensors energized. The power required by the sensors is largely dependent on their batteries which may require regular recharging and periodic replacement. But practically it may not be viable to recharge or replace the batteries. Hence there is a need to design an energy efficient protocols which would result in significant amount of energy saving and help in elongating the lifetime of the network. In this paper we have proposed a sink positioning technique in which multiple mobile sinks are deployed across the entire wireless sensor network. Moreover in this technique there is no constraint on the location of the sinks. The sinks can be placed anywhere within the geographic area of the network. The main aim is to minimize the energy consumption and for this purpose we have divided the network lifetime into different circles and the optimal position of the various sinks is calculated at the beginning of each circle after which the sinks are moved to the new location. This movement of the sinks to a new optimal location results in significant amount of energy saving and also avoids the energy hole problem. The proposed sink positioning algorithm has been simulated in the NS-2.32 environment. The three performance metrics considered in order to evaluate the performance of the proposed technique are the packet delivery ratio, average energy consumption and the average number of packets dropped. The X graph for the packet delivery ratio, average energy consumption and the average number of packets dropped were plotted for static sink, multiple sink and multiple mobile sink approach and it was observed that multiple mobile sink positioning technique achieves significant amount of energy saving and also helps in the extension of the lifetime of - he wireless sensor network in comparison to the static as well as multiple sink approach.
机译:设计任何有效的无线传感器网络必不可少的方面是节省能源和优化功耗。持续不断地供电对保持传感器通电至关重要。传感器所需的功率很大程度上取决于其电池,这可能需要定期充电和定期更换。但是实际上,为电池充电或更换电池可能不可行。因此,需要设计一种节能协议,该协议将导致大量的节能并有助于延长网络的寿命。在本文中,我们提出了一种接收器定位技术,其中在整个无线传感器网络中部署了多个移动接收器。此外,在该技术中,对水槽的位置没有限制。接收器可以放置在网络地理区域内的任何位置。主要目的是为了最大程度地减少能耗,为此,我们将网络寿命划分为不同的圆圈,并在每个圆圈的开始处计算了各个接收器的最佳位置,然后将接收器移动到新位置。接收器到新的最佳位置的这种移动导致大量的能量节省,并且还避免了能量孔问题。所提出的接收器定位算法已在NS-2.32环境中进行了仿真。为了评估所提出技术的性能而考虑的三个性能指标是数据包传输率,平均能耗和平均丢包数。绘制了静态接收器,多接收器和多移动接收器方法的数据包传输率,平均能耗和平均丢弃数据包数量的X曲线图,发现多移动接收器定位技术可显着节省能源,并且与静态和多接收器方法相比,有助于延长无线传感器网络的使用寿命。

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