{"title":"Distributed Algorithms for k-Coverage in Mobile Sensor Networks","authors":"Rinku Sen, R. Das","doi":"10.1109/CSCI54926.2021.00269","DOIUrl":null,"url":null,"abstract":"A critical problem in mobile sensor networks is how to move the sensors so that the intended area is k-covered. There are two approaches to solve the problem. Base station assisted centralized algorithm or a distributed algorithm where each sensor determines its next movement based on local information (position of nearby sensors). We have first proposed a distributed algorithm for 1-coverage. Here, a sensor computes the force acting on itself by its neighbor at a distance d. This force is repulsive/attractive depending on d being less/more than the desired distance. For k-coverage, we have reduced the desired distance by $\\sqrt k $. We have run a set of experiments to evaluate the performance of the proposed distributed algorithms.","PeriodicalId":206881,"journal":{"name":"2021 International Conference on Computational Science and Computational Intelligence (CSCI)","volume":"2675 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Computational Science and Computational Intelligence (CSCI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSCI54926.2021.00269","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
A critical problem in mobile sensor networks is how to move the sensors so that the intended area is k-covered. There are two approaches to solve the problem. Base station assisted centralized algorithm or a distributed algorithm where each sensor determines its next movement based on local information (position of nearby sensors). We have first proposed a distributed algorithm for 1-coverage. Here, a sensor computes the force acting on itself by its neighbor at a distance d. This force is repulsive/attractive depending on d being less/more than the desired distance. For k-coverage, we have reduced the desired distance by $\sqrt k $. We have run a set of experiments to evaluate the performance of the proposed distributed algorithms.
移动传感器网络中的一个关键问题是如何移动传感器以使目标区域被k覆盖。有两种方法可以解决这个问题。基站辅助集中式算法或分布式算法,其中每个传感器根据本地信息(附近传感器的位置)确定其下一步运动。我们首先提出了1覆盖的分布式算法。在这里,传感器计算距离d处它的邻居作用在自己身上的力。这个力是排斥力/吸引力,取决于d小于/大于期望的距离。对于k覆盖,我们将期望距离减少了$\sqrt k $。我们已经运行了一组实验来评估所提出的分布式算法的性能。