System Development & Application
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 1
206-213

Simulink static analysis technology based on metamodel

Wang Rui1,2
Chen Jing2
Wang Kunlong2
Zheng Yifan2
Ke Wenjun2,3,4
Zhong Jilong5
1. Graduate School of the Second Research Institute of China Aerospace Science & Industry Corporation, Beijing 100854, China
2. Beijing Institute of Computer Technology & Applications, Beijing 100089, China
3. Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
4. University of Chinese Academy of Sciences, Beijing 100049, China
5. National Institute of Defense Technology Innovation, PLA Academy of Military Science, Beijing 100091, China
DOI: 10.19734/j.issn.1001-3695.2021.05.0225

Abstract

Current Simulink-rule-checking tools cannot fully cover the criteria and specifications of some specific fields such as flight control. To address this issue, this paper firstly designed 41 modeling criteria, then proposed a common parsing and checking framework based on the metamodel theory, and implemented a checking the Simulink model rules tool SimREG. Besides introducing a non-compiler way to static rule checking on Simulink model, SimREG extracted the model information for checking each criterion during mapping the Simulink model to the metamodel, and reconstructed the model into a directed graph. Furthermore, in the traversal process, each node in the directed graph was analyzed and processed by the selected criteria to complete the inspection process. The checking process for all 41 modeling criteria was also addressed through SimREG. Finally, in the experiment compared with 3 representative rule checking tools, SimREG obtained a preferable results. By applying metamodel theory to the rule checking process of Simulink model, SimREG gets a faster inspection speed, a lower false-negative rate, and a lower false-positive rate.

Foundation Support

国家自然科学青年基金资助项目(72001213)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.05.0225
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 1
Section: System Development & Application
Pages: 206-213
Serial Number: 1001-3695(2022)01-036-0206-08

Publish History

[2021-08-30] Accepted Paper
[2022-01-05] Printed Article

Cite This Article

王瑞, 陈静, 王坤龙, 等. 基于元模型的Simulink静态分析技术 [J]. 计算机应用研究, 2022, 39 (1): 206-213. (Wang Rui, Chen Jing, Wang Kunlong, et al. Simulink static analysis technology based on metamodel [J]. Application Research of Computers, 2022, 39 (1): 206-213. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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