Cost Minimization of Wireless Sensor Networks with Unlimited-lifetime Energy for Monitoring Oil Pipe

来源 :IEEE/CAA Journal of Automatica Sinica | 被引量 : 0次 | 上传用户:
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Cyber-physical-system(CPS) has been widely used in both civil and military applications.Wireless sensor network(WSN) as the part and parcel of CPS faces energy problem because sensors are battery powered,which results in limited lifetime of the network.To address this energy problem,we take advantage of energy harvesting device(EHD) and study how to indefinitely prolong oil pipeline monitoring network lifetime by reasonable selecting EHD.Firstly,we propose a general strategy worst case-energy balance strategy(WC-EBS),which defines worst case energy consumption(WCEC) as the maximum energy sensor node could expend for oil pipeline monitoring WSN.When the energy collected by EHD is equal or greater than WCEC,network can have an unlimited lifetime.However,energy harvesting rate is proportional to the price of EHD,WC-EBS will cause high network cost.To reduce network cost,we present two optimization strategies,optimization workloadenergy balance strategy(OW-EBS) and optimization first nodeenergy balance strategy(OF-EBS).The main idea of OW-EBS is to cut down WCEC by reducing critical node transmission workload;OF-EBS confirms critical node by optimizing each sensor node transmission range,then we get the optimal energy harvesting rate in OF-EBS.The experimental results demonstrate that OF-EBS can indefinitely extend network lifetime with lower cost than WC-EBS and OW-EBS,and energy harvesting rate P in each strategy satisfies P~(of-EBS)≤P(OW-EBS)≤P~(WC-EBS). Cyber-physical-system (CPS) has been widely used in both civil and military applications. Wireless sensor network (WSN) as the part and parcel of CPS faces energy problem because sensors are battery powered, which results in limited lifetime of the network. To address this energy problem, we take advantage of energy harvesting device (EHD) and study how to indefinitely prolong oil pipeline monitoring network lifetime by reasonable selecting EHD. Firstly, we propose a general strategy worst case-energy balance strategy (WC-EBS) , which defines the worst case energy consumption (WCEC) as the maximum energy sensor node could expend for oil pipeline monitoring WSN.When the energy collected by EHD is equal or greater than WCEC, network can have an unlimited lifetime.However, energy harvesting rate is proportional to the price of EHD, WC-EBS will cause high network cost, we present two optimization strategies, optimization work of energy balance strategy (OW-EBS) and optimization first nodee nergy balance strategy (OF-EBS). The main idea of ​​OW-EBS is to cut down WCEC by reducing critical node transmission workload; OF-EBS confirms critical node by optimizing each sensor node transmission range, then we get the optimal energy harvesting rate in OF-EBS. The experimental results demonstrate that OF-EBS can indefinitely extend network lifetime with lower cost than WC-EBS and OW-EBS, and energy harvesting rate P in each strategy for P ~ (of-EBS) ≤ P (OW -EBS) ≤ P ~ (WC-EBS).
其他文献
中国的公路甚至还没来得做心理准备,激增的汽车就几乎爬满了每个角落。对于跨国轮胎制造厂商而言,这是显而易见的商机;同时,这也意味着对轮胎市场的争夺,从幕后转移到了台前
[摘要]本文主要是针对企业的管理人员提出四种完善薪酬的策略,即健全管理人员的弹性薪酬设计;促使绩效考核更加合理、透明;制定科学的职业生涯规划;使用个性化的激励方式等,旨在为现代企业的薪酬设计和发展提供建议。  [关键词]企业;管理人员;薪酬;激励  对于企业的发展,其管理人员起着不可替代的重要作用。作为企业最特殊、最关键的人力资源实施管理,需制定出科学的、合理的薪酬制度,充分调动管理人员的主观能动
摘要:经过二十几年的探索和调整,我国城镇基本养老保险制度确立了社会统筹与个人账户相结合的基金运行模式,理论和实践上都有其优越性,但也存在一定的问题。文章主要分析了养老金支付期限及其负面影响,并提出了具体的解决思路。  关键词:养老保险;基本养老金;支付期限    我国在实施社会统筹和个人账户相结合的基本养老保险体制以前,没有进本养老金支付期限的相关规定,实施统账结合的制度以后,基本养老金根据个人账
【摘要】随着现代信息技术的蓬勃发展,电子商务在我国的地位日益提高,互联网金融服务项目日益增多,对经济金融和日常生活的影响和作用越来越巨大。  【关键词】互联网;金融营销;机遇和挑战  引言  互联网金融有支付、融资 和理财交易平台等功能,为金融领域带来了前所未有的机遇和挑战,促进经济金融的深入发展,但也引发了局部系统性风险,带来诸多问题。  一、互联网金融带来的机遇和挑战  所谓互联网金融,一般指
[获奖理由]rn从某种意义上说,“车轮”是衡量一个国家文明和进步程度的重要标志.一个强大的国家,必须有强大的汽车工业与之相匹配.
期刊
台湾当局从1995年3月1日起全面实施全民健康保险制度,几年来颇受百姓的欢迎.然而,时至今日,发现很多问题,很有骑虎难下之感.rn
摘要:电力三产多经企业中的党组织,是市场经济条件下我党不可或缺的重要组成部分。加强多经企业党的建设,巩固党执政的群众基础,是企业党建工作的内在要求。近年来,各个电力企业紧紧围绕企业经济发展这个中心,不断加强和改进三产多经企业的党建工作,有力地促进了企业资产的重组、产权的改革和结构的调整等,提高了企业的核心竞争力。但随着企业的不断发展,三产多经企业党建工作面临着许多新情况、新挑战。因此找准新时期电力
[获奖理由]rn位于渤海湾上的海河入海口、处于京津城市带和环渤海经济圈的交汇点上,也是亚欧大陆桥的东端起点……得天独厚的区位优势,再加上科学的管理理念、卓越的企业文化
“辛勤耕耘廿一载,累累硕果化丰碑.”这是领导和同事们对张启波的普遍评价.在核电建设的一线,在财务管理探索的前沿,都留下了张启波孜孜不倦、且行且上的身影.从大亚湾、岭澳