期刊论文

Deng, Xianjun

英文

IEEE INTERNET OF THINGS JOURNAL

2327-4662

2021

8

5

3108-3119

10.1109/JIOT.2020.3028325

10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 61871209, 61901210 and 61971215) 10.13039/501100010083-Hunan Provincial Innovation Foundation for Postgraduate (Grant Number: CX20190733) Research Foundation of Education Bureau of Hunan Province (Grant Number: 19B498 and 18B287) Hunan Province Engineering Research Center of Radioactive Control Technology in Uranium Mining and Metallurgy and Hunan Province Engineering Technology Research Center of Uranium Tailings Treatment Technology (Grant Number: 2019YKZX1006) 10.13039/100011797-Visiting Scholar Program at St. Francis Xavier University funded by State Scholarship Fund of the China Scholarship Council (Grant Number: 201908430066) 10.13039/501100009020-Opening Project of Cooperative Innovation Center for Nuclear Fuel Cycle Technology and Equipment, University of South China (Grant Number: 2019KFZ12 and 2019KFY24) Hunan Province Applied Basic Research Base of Photoelectric Information Technology (Grant Number: GD19K02 and GD19K03)

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Internet-of-Things (IoT)-based bridge structural health monitoring (BSHM) has recently attracted considerable attention from both academic and industrial communities of civil engineering and computer science. In conjunction with researchers from civil engineering and computer science, this article studied a fundamental problem motivated from practical IoT-based BSHM: how to effectively prolong network lifetime while guaranteeing desired coverage. Integrating a promising reinforcement learning model named learning automata (LA) with confident information coverage (CIC) model, this article prese...