Parallel Processing for Range Assignment Problem in Wireless Sensor Networks

M. Lakshmi, D. Shetty
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Abstract

Wireless sensor network is a collection of autonomous devices called sensor nodes which sense the environmental factors such as temperature, pressure, humidity, moisture, etc. The nodes sense the data, process it and transmit to the other nodes within their transmission range through radio propagation. Energy minimization in wireless sensor networks is a significant problem since the nodes are powered by a small battery of limited capacity. In case of networks with several thousand nodes, the simulation of algorithms can be very slow. The parallel computing model provides significantly faster simulation time for larger networks. Parallel processing involves executing the program instructions by dividing them among multiple processors with the objective of reducing the running time. So, we propose algorithms for the range assignment problem in wireless sensor networks using the parallel processing techniques. We also discuss the complexity of the proposed algorithms and significance of the parallel processing techniques in detail. The proposed techniques will be useful for implementing the distributed algorithms in WSNs.
无线传感器网络距离分配问题的并行处理
无线传感器网络是被称为传感器节点的自主设备的集合,它可以感知环境因素,如温度、压力、湿度、水分等。节点感知数据,对其进行处理,并通过无线电传播传输到其传输范围内的其他节点。无线传感器网络中的能量最小化是一个重要的问题,因为节点是由容量有限的小电池供电的。对于具有数千个节点的网络,算法的模拟可能非常缓慢。并行计算模型为大型网络提供了更快的仿真时间。并行处理涉及通过将程序指令分配给多个处理器来执行程序指令,目的是减少运行时间。因此,我们提出了利用并行处理技术解决无线传感器网络中距离分配问题的算法。我们还详细讨论了所提出算法的复杂性和并行处理技术的意义。所提出的技术将有助于在无线传感器网络中实现分布式算法。
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