Intelligent built-in test of wheel speed sensor in aircraft braking system based on FPGA acceleration
The built-in test (BIT) functionality of the aircraft braking system is directly related to flight safety. In the aircraft braking system, designing a reasonable and effective BIT fault diagnosis method is crucial for ensuring safe landing. The method proposed in this article addresses the issue of wheel speed sensor faults in aircraft braking systems. By leveraging the informational correlations between multi-sensor signals and flight parameters, the approach uses a small intelligent model and evidence fusion techniques to accurately identify true faults, normal conditions, or false alarms. While ensuring performance, the algorithm is deployed on FPGA, achieving faster diagnostic efficiency than software through hardware acceleration.
Authors
- Shuangwen Sheng (ORCID: https://orcid.org/0000-0003-0134-0907)
- Lingdong Geng (ORCID: https://orcid.org/0000-0003-4607-4104)
- Lianmeng Wang
- X. Yue (ORCID: https://orcid.org/0000-0001-6956-3205)
- Zhan Liu
- Jili Sun
- Zhenguo Gao (ORCID: https://orcid.org/0000-0001-8374-9751)
- Wenjian Sun
Institutions
- Aerospace Information Research Institute (CN)
Publication Details
- Journal
- IET conference proceedings.
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1049/icp.2024.3260
- Primary Topic
- Real-time simulation and control systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00