Title :
A method of multi-target detecting and velocity estimation using automotive radar
Author :
Jianwei Gong ; Yinjian Sun ; Yan Jiang
Author_Institution :
Dept. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
In order to provide accurate information for the Unmanned Ground Vehicle (UGV), the method of multi-target detecting and velocity estimation using automotive radar is proposed in this paper. The condition of target consistency judgment is applied to capture the new and stable objects. Meanwhile, through noise identification method, target failure judgment can be implemented to distinguish between the real noise, unreal noise and effective target. Furthermore, lateral and longitudinal velocities of effective target are estimated through method of velocity estimation. Finally, the experimental results show a promising performance on multi-target detecting and velocity estimation.
Keywords :
object detection; remotely operated vehicles; road vehicle radar; velocity measurement; UGV; automotive radar; multitarget detecting method; noise identification method; target consistency judgment; target failure judgment; unmanned ground vehicle; velocity estimation method; Automotive engineering; Estimation; Mathematical model; Noise; Radar tracking; Target tracking;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location :
Qingdao
DOI :
10.1109/ITSC.2014.6958160