Linear system design with application in wireless sensor networks
文献类型：期刊论文
| 作者 | Gao, Kaiye1,2; Peng, Rui4; Qu, Li1; Xing, Liudong5; Wang, Shouyang2; Wu, Di3 |
| 刊名 | JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
 |
| 出版日期 | 2022-05-01 |
| 卷号 | 27页码:14 |
| ISSN号 | 2467-964X |
| 关键词 | Reliability Cost Signal coverage Linear multi-state consecutively connected system Universal generating function Wireless sensor network |
| DOI | 10.1016/j.jii.2021.100279 |
| 英文摘要 | Wireless sensor networks (WSN) are essential technologies of modern smart industry and their reliability is crucial for industrial information integration. This paper contributes by modeling the reliability of a linear multi-state consecutively connected system (LMCCS), which consists of a WSN providing the signal source, some intermediate nodes, and a sink node. The wireless sensors (WS) constituting the WSN are deployed around monitored objects to sense their conditions and transmit the sensed signal to a base station. The base station of the WSN serves as the source node of the LMCCS. The intermediate nodes of the LMCCS are sequentially arranged along a line to provide coverage and transmission of signal from the WSN base station to the sink node. Each node may assume multiple states, characterized by different signal coverage and transmission ranges of the connection element (CE) deployed in the node. As the state of each node is random, the signal coverage of the entire LMCCS is also random. Existing works on LMCCSs have mainly focused on studying the continuity of signal transmission (in particular, the probability that the sink node or signal receiver can successfully receive the signal from the source node or signal emitter). However, in some practical applications (e.g., risk source monitoring systems), the signal coverage area is a more important performance metric than the signal receiving probability. This paper proposes a universal generating function-based method to model and analyze the reliability and expected signal coverage of the LMCCS with WSN. The optimal CEs allocation problem is then solved with the objective of minimizing the cost of the entire system while meeting pre-specified requirements on the expected signal coverage and system reliability. The CEs allocation policy obtained should strike the balance among the system reliability, signal coverage and cost. |
| 资助项目 | National Natural Science Foundation of China (NSFC)[72001027] ; National Natural Science Foundation of China (NSFC)[72071005] ; Beijing Nova Program of Science Technology[Z191100001119100] ; Research Base Project of the Social Science Foundation of Beijing[19JDGLB2019] ; Beijing Municipal Commission of Education[KM202111232007] ; Beijing Information Science & Technology University[2121YJPY228] |
| WOS研究方向 | Computer Science ; Engineering |
| 语种 | 英语 |
| 出版者 | ELSEVIER |
| WOS记录号 | WOS:000896072100001 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/60524]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Xing, Liudong |
| 作者单位 | 1.Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100101, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, 55 East Zhongguancun Rd, Beijing 100190, Peoples R China 3.Xi An Jiao Tong Univ, Sch Management, Xianningxi 28, Xian 710049, Shanxi, Peoples R China 4.Beijing Univ Technol, Sch Econ & Management, 100 Pingleyuan, Beijing 100124, Peoples R China 5.Univ Massachusetts Dartmouth, 285 Old Westport Rd, Dartmouth, MA 02747 USA |
| 推荐引用方式 GB/T 7714 | Gao, Kaiye,Peng, Rui,Qu, Li,et al. Linear system design with application in wireless sensor networks[J]. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION,2022,27:14. |
| APA | Gao, Kaiye,Peng, Rui,Qu, Li,Xing, Liudong,Wang, Shouyang,&Wu, Di.(2022).Linear system design with application in wireless sensor networks.JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION,27,14. |
| MLA | Gao, Kaiye,et al."Linear system design with application in wireless sensor networks".JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION 27(2022):14. |
入库方式： OAI收割
来源：数学与系统科学研究院
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