异构无线传感器网络的负载感知链路调度

Bo Zeng, Yabo Dong, Zhidan Liu, Dongming Lu
{"title":"异构无线传感器网络的负载感知链路调度","authors":"Bo Zeng, Yabo Dong, Zhidan Liu, Dongming Lu","doi":"10.1109/CyberC.2012.66","DOIUrl":null,"url":null,"abstract":"We focus on the problem of links scheduling in heterogeneous wireless sensor networks. Links scheduling becomes more difficult due to the diversity of workload among sensor nodes. An improper links scheduling strategy will lead to high end-to-end delay and then diminish the data availability. We assume the energy cost of state transition cannot be ignored, especially for wireless multimedia sensor node which equips with camera and higher performance processor compared to scalar sensor node. In this paper, we use the conflict graph to model the conflicts among nodes and then propose a workload-aware heuristic scheduling algorithm. In the scheduling, each node can obtain consecutive time-slots to transmit all data at a schedule transmission, and the number of time-slots is calculated based on nodeâs workload. Hence, it is possible for our scheduling to reduce the end-to-end delay and save energy consumed by nodeâs state-switching in heterogeneous wireless sensor networks. In additional, a metric is proposed to measure the frequency of nodeâs state-switching. The numerical results show that our scheduling can reduce the end-to-end delay and meanwhile improve energy efficiency by reducing the energy cost of state-switches.","PeriodicalId":416468,"journal":{"name":"2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Workload-Aware Link Scheduling for Heterogeneous Wireless Sensor Networks\",\"authors\":\"Bo Zeng, Yabo Dong, Zhidan Liu, Dongming Lu\",\"doi\":\"10.1109/CyberC.2012.66\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We focus on the problem of links scheduling in heterogeneous wireless sensor networks. Links scheduling becomes more difficult due to the diversity of workload among sensor nodes. An improper links scheduling strategy will lead to high end-to-end delay and then diminish the data availability. We assume the energy cost of state transition cannot be ignored, especially for wireless multimedia sensor node which equips with camera and higher performance processor compared to scalar sensor node. In this paper, we use the conflict graph to model the conflicts among nodes and then propose a workload-aware heuristic scheduling algorithm. In the scheduling, each node can obtain consecutive time-slots to transmit all data at a schedule transmission, and the number of time-slots is calculated based on nodeâs workload. Hence, it is possible for our scheduling to reduce the end-to-end delay and save energy consumed by nodeâs state-switching in heterogeneous wireless sensor networks. In additional, a metric is proposed to measure the frequency of nodeâs state-switching. The numerical results show that our scheduling can reduce the end-to-end delay and meanwhile improve energy efficiency by reducing the energy cost of state-switches.\",\"PeriodicalId\":416468,\"journal\":{\"name\":\"2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CyberC.2012.66\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CyberC.2012.66","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

研究了异构无线传感器网络中的链路调度问题。由于传感器节点间工作负载的多样性,使得链路调度变得更加困难。不合理的链路调度策略将导致高端到端时延,进而降低数据的可用性。我们认为状态转换的能量成本是不可忽视的,特别是对于无线多媒体传感器节点,它配备了摄像头和比标量传感器节点性能更高的处理器。本文利用冲突图对节点间的冲突进行建模,提出了一种负载感知的启发式调度算法。调度时,每个节点可以获得连续的时隙,以调度方式传输所有数据,时隙的个数根据节点的工作负载计算。因此,我们的调度可以减少异构无线传感器网络中节点状态切换的端到端延迟和节省能量。此外,还提出了一个度量节点状态切换频率的度量标准。数值计算结果表明,该调度方法可以减少端到端延迟,同时通过降低状态切换的能量成本来提高能源效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Workload-Aware Link Scheduling for Heterogeneous Wireless Sensor Networks
We focus on the problem of links scheduling in heterogeneous wireless sensor networks. Links scheduling becomes more difficult due to the diversity of workload among sensor nodes. An improper links scheduling strategy will lead to high end-to-end delay and then diminish the data availability. We assume the energy cost of state transition cannot be ignored, especially for wireless multimedia sensor node which equips with camera and higher performance processor compared to scalar sensor node. In this paper, we use the conflict graph to model the conflicts among nodes and then propose a workload-aware heuristic scheduling algorithm. In the scheduling, each node can obtain consecutive time-slots to transmit all data at a schedule transmission, and the number of time-slots is calculated based on nodeâs workload. Hence, it is possible for our scheduling to reduce the end-to-end delay and save energy consumed by nodeâs state-switching in heterogeneous wireless sensor networks. In additional, a metric is proposed to measure the frequency of nodeâs state-switching. The numerical results show that our scheduling can reduce the end-to-end delay and meanwhile improve energy efficiency by reducing the energy cost of state-switches.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信