| 제목 |
RESEARCH ON MILLIMETER WAVE RADAR SIMULATION MODEL FOR INTELLIGENT VEHICLE |
| 분야 |
Vision and Sensors |
| 언어 |
English |
| 저자 |
Xin Li(Jilin University), Weiwen Deng(Jilin University), Sumin Zhang(Jilin University), Yaxin Li(Jilin University), Shiping Song(Jilin University), Shanshan Wang(Jilin University), Guanyu Wang(Duo Wei Ji Automobile Technology Ltd.) |
| Key Words |
Modeling and simulation, Millimeter wave radar, Intelligent vehicles, Virtual testing |
| 초록 |
Radar simulation models can effectively overcome the drawbacks of real vehicle experiment and speed up the development process of intelligent vehicle technologies based on millimeter wave radar via virtual testing. However, there are still many gaps between the radar model using in the virtual driving environment and the real radar. In this paper, a novel simulation model of intelligent vehicle millimeter wave radar is proposed. Based on the analysis of the real radar performance in typical application scenes, the radar model considers the mechanism and characteristics of the vehicle radar synthetically and a systematic radar modeling architecture with innovation is introduced. The highlights of this radar model include the design of the RCS simulation model for radar targets with both high accuracy and real-time performance, the establishment of the quantitative false alarm model, missed detection model and measurement error simulation model. Vast amounts of data collected by real vehicle radar are applied to fetch model parameters and verify the accuracy of the radar model. Simulation results show that the proposed model can reach both high reliability and computational efficiency. |
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