Max-Min Fair Sensor Scheduling: Game-Theoretic Perspective and Algorithmic Solution
文献类型：期刊论文
| 作者 | Wu, Shuang3; Ren, Xiaoqiang2; Hong, Yiguang1; Shi, Ling3 |
| 刊名 | IEEE TRANSACTIONS ON AUTOMATIC CONTROL
 |
| 出版日期 | 2021-05-01 |
| 卷号 | 66期号:5页码:2379-2385 |
| ISSN号 | 0018-9286 |
| 关键词 | Games Resource management Nash equilibrium Optimal scheduling Scheduling Estimation error Game theory Kalman filtering max– min fairness scheduling state estimation |
| DOI | 10.1109/TAC.2020.3007400 |
| 英文摘要 | We consider the design of a fair sensor schedule for a number of sensors monitoring different linear time-invariant processes. The largest average remote estimation error among all processes is to be minimized. We first consider a general setup for the max-min fair allocation problem. By reformulating the problem as its equivalent form, we transform the fair resource allocation problem into a zero-sum game between a "judge" and a resource allocator. We propose an equilibrium seeking procedure and show that there exists a unique Nash equilibrium in pure strategy for this game. We then apply the result to the sensor scheduling problem and show that the max-min fair sensor scheduling policy can be achieved. |
| 资助项目 | Hong Kong RGC General Research Fund[16208517] ; National Key R&D Program of China[2018AAA0102800] ; National Key R&D Program of China[2018AAA0102804] ; Shanghai Key Laboratory of Power Station Automation Technology ; National Natural Science Foundation of China[61733018] |
| WOS研究方向 | Automation & Control Systems ; Engineering |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000642765200042 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/58608]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Ren, Xiaoqiang |
| 作者单位 | 1.Chinese Acad Sci, Inst Syst Sci, Lab Syst & Control, Beijing 100080, Peoples R China 2.Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China 3.Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wu, Shuang,Ren, Xiaoqiang,Hong, Yiguang,et al. Max-Min Fair Sensor Scheduling: Game-Theoretic Perspective and Algorithmic Solution[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2021,66(5):2379-2385. |
| APA | Wu, Shuang,Ren, Xiaoqiang,Hong, Yiguang,&Shi, Ling.(2021).Max-Min Fair Sensor Scheduling: Game-Theoretic Perspective and Algorithmic Solution.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,66(5),2379-2385. |
| MLA | Wu, Shuang,et al."Max-Min Fair Sensor Scheduling: Game-Theoretic Perspective and Algorithmic Solution".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 66.5(2021):2379-2385. |
入库方式： OAI收割
来源：数学与系统科学研究院
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