期刊
IEEE TRANSACTIONS ON RELIABILITY
卷 69, 期 2, 页码 725-739出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TR.2019.2909929
关键词
Ad hoc networks; Interference; Reliability engineering; Signal to noise ratio; Optimization; Indexes; Ad hoc network; interference; multiobjective optimization; node failure; reliability
类别
资金
- National Natural Science Foundation of China [71672006]
- Technical Foundation Program [JSZL2017601B006]
- Fundamental Research Funds for the Central Universities [YWF-19-BJ-J-160]
The ad hoc network is an emerging wireless communication technology. Recently, the reliability of ad hoc networks has attracted increasing attention in the literature. In this paper, the reliability of such networks is analyzed by incorporating the impacts of node failures and interference, because node failures usually obstruct the achievement of the intended function of a network, and interference is a key factor that degenerates the communication quality. We consider a general case that an ad hoc network is functional if at least k arbitrary nodes are operational and connected. Accordingly, two novel reliability indices, the generalized k-terminal reliability and the average generalized k-terminal reliability, are proposed, and their calculation methods are provided based on the Laplace transformation technique and the graph theory. For optimizing the design of an ad hoc network, a multiobjective optimization problem is investigated to maximize the reliability level and minimize the cost. The optimization problem is handled by the weighted sum method, and the most suitable solution is selected by the fuzzy satisfying approach. Finally, a numerical example is given to demonstrate the application of the proposed methods.
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