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Conference Paper
The Design of CNN Hardware IP to Classify a Bird and Drones in Radar System
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- Authors
- YoungSeok Baek, BonTae Koo
- Issue Date
- 2023-02
- Citation
- International Conference on Electronics, Information and Communication (ICEIC) 2023, pp.426-428
- Language
- English
- Type
- Conference Paper
- Abstract
- In this paper, we presented a CNN structure and RTL IP implementation that detects drones and birds, which are disadvantages of existing drone detection radar systems, using micro-Doppler-based micro-motion. CNN architecture was designed with RTL IP. The RTL IP was verified with 500 dwell test scenario data, and the Matlab reference model and RTL results all matched except for 4 data, achieving 99% performance. And, it shows the FPGA implementation HW results of Drone Detection Radar System and CNN hardware IP.