A Moving Base Station Strategy Using Fuzzy Logic for Lifetime Enhancement in Wireless Sensor Network

Abhijeet Alkesh, Ashutosh Kumar Singh, N. Purohit
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引用次数: 42

Abstract

Lifetime enhancement has always been of crucial importance for wireless sensor network due to resource limitations of sensor nodes. In the recent past some researchers have suggested moving base station method to enhance the lifetime of wireless sensor network. However the movement of base station in sensor field is a complex problem and practically may not be feasible. In this paper, we propose a unique movement strategy for base station to reduce energy consumption. The motion of base station is governed by fuzzy logic inference mechanism. The strategy used in this paper is unique in the sense that the base station is allowed to move only on a predefined path making it practically more feasible. Final results are compared with the method having stationary base station and method in which motion of base station is governed by fuzzy logic inference mechanism but without following any predefined path. Simulation results show that our strategy enhances lifetime by a significant amount as compared to stationary base station. We further propose that by increasing or decreasing area covered by predefined path we can get desired lifetime intermediate between the above two approaches.
基于模糊逻辑的移动基站无线传感器网络寿命增强策略
由于传感器节点的资源限制,无线传感器网络的寿命增强一直是至关重要的。近年来,一些研究人员提出了移动基站的方法来延长无线传感器网络的寿命。然而,在传感器领域,基站的移动是一个复杂的问题,在实际中可能不可行。本文提出了一种独特的基站移动策略,以降低能耗。基站的运动由模糊逻辑推理机制控制。本文中使用的策略是独特的,因为基站只允许在预定义的路径上移动,这使得它实际上更可行。最后将结果与具有固定基站的方法和由模糊逻辑推理机制控制基站运动但不遵循任何预定义路径的方法进行了比较。仿真结果表明,与固定基站相比,该策略显著提高了基站的使用寿命。我们进一步提出,通过增加或减少预定义路径覆盖的面积,可以在上述两种方法之间获得期望的寿命中间值。
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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