An Efficient Scheduling Approach for Target Coverage in Solar Powered Internet of Things

IF 3.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Dipak Kumar Sah;Abhishek Hazra;Nabajyoti Mazumdar;Annavarapu Chandra Sekhara Rao;Tarachand Amgoth
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Abstract

The Internet of Things (IoT) has been increasingly applied in various applications in recent years. In IoT, many tasks are performed for a load operation, such as creating a cluster, preserving convergence/connectivity issues, etc. However, the energy consumption rate is also high due to more traffic in dense networks. Generally, a traditional IoT node’s battery power capacity is limited due to a short-range cycle. To address the energy shortage problem, researchers have tackled it through the Solar Powered (SP) energy harvesting technique. This method provides abundant energy to the IoT nodes at a lower cost. One issue arises from the target coverage area, which requires that each target must have at least one node for continuous monitoring in a given area. To address these issues, we have designed an effective solution called the Efficient Scheduling Target Coverage (ESTC) algorithm. This approach consists of various cover sets that work in an interleaving way. If only some node sets need to be active to satisfy coverage constraints, then there is no need to activate all sets simultaneously. ESTC provides robust coverage awareness with a perpetual network lifetime using scheduling techniques. Furthermore, the proposed work also promotes a green IoT network.
太阳能物联网目标覆盖的高效调度方法
近年来,物联网(IoT)在各种应用中得到了越来越多的应用。在物联网中,许多任务都是为了负载操作而执行的,例如创建集群,保持融合/连接问题等。然而,在密集的网络中,由于更多的流量,能耗率也很高。一般来说,传统物联网节点的电池容量由于周期短而受到限制。为了解决能源短缺问题,研究人员已经通过太阳能(SP)能量收集技术解决了这个问题。该方法以较低的成本为物联网节点提供充足的能量。一个问题来自目标覆盖区域,它要求每个目标必须至少有一个节点,以便在给定区域内进行连续监视。为了解决这些问题,我们设计了一个有效的解决方案,称为高效调度目标覆盖(ESTC)算法。这种方法由以交错方式工作的各种覆盖集组成。如果只有一些节点集需要激活来满足覆盖约束,那么就没有必要同时激活所有的节点集。ESTC使用调度技术提供了具有永久网络生命周期的健壮的覆盖意识。此外,提出的工作还促进了绿色物联网网络。
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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来源期刊
IEEE Transactions on Sustainable Computing
IEEE Transactions on Sustainable Computing Mathematics-Control and Optimization
CiteScore
7.70
自引率
2.60%
发文量
54
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