A Multi-Domain Feature Extraction Method for Aircraft Target Recognition Based on JEM Radar Echo
The paper proposes a multi domain feature extraction method for aircraft target recognition using radar airborne target JEM echoes. The feature extraction is carried out in signal domains such as time domain, frequency domain, and time-frequency domain to form feature vectors, which are then used to identify airborne targets using SVM algorithm. The simulation results show that the target recognition rate of the proposed method for the twenty types of air targets proposed in the simulation is 91.11%, which proves the effectiveness of the method.
Authors
- Xiang Niu (ORCID: https://orcid.org/0000-0003-2522-6666)
- Ming Long (ORCID: https://orcid.org/0000-0002-6089-5200)
- Baoju Wang (ORCID: https://orcid.org/0000-0003-1403-4749)
- Tan Xiansi (ORCID: https://orcid.org/0000-0002-1174-0173)
- Zhiguo Qu (ORCID: https://orcid.org/0000-0003-1210-2760)
- Ke Liu (ORCID: https://orcid.org/0000-0002-2903-8462)
Institutions
- Tibet Autonomous Region People's Hospital (CN)
Publication Details
- Published
- 2024-10-25
- DOI
- https://doi.org/10.1145/3707292.3707388
- Primary Topic
- Advanced SAR Imaging Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00