Research Article
DOA Estimation Based on Intelligent FMCW Radar with Triangle Array Antenna
@INPROCEEDINGS{10.1007/978-3-030-67720-6_1, author={Xiaoyu Du and Guoping Jiang and Chong Han and Chunsong Wang and Yi Zhou}, title={DOA Estimation Based on Intelligent FMCW Radar with Triangle Array Antenna}, proceedings={Communications and Networking. 15th EAI International Conference, ChinaCom 2020, Shanghai, China, November 20-21, 2020, Proceedings}, proceedings_a={CHINACOM}, year={2021}, month={2}, keywords={Millimeter wave radar Array antenna Array signal processing Spatial resolution DOA estimation}, doi={10.1007/978-3-030-67720-6_1} }- Xiaoyu Du
Guoping Jiang
Chong Han
Chunsong Wang
Yi Zhou
Year: 2021
DOA Estimation Based on Intelligent FMCW Radar with Triangle Array Antenna
CHINACOM
Springer
DOI: 10.1007/978-3-030-67720-6_1
Abstract
In this paper, we propose a target Direction of Arrival (DOA) estimation algorithm through the triangular array antenna to improve the perception accuracy of intelligent vehicular millimeter-wave radar. Firstly, we utilize Total Least Square- Estimation of Signal Parameters to obtain the solution set of target azimuth with the geometrical advantages of the triangular array. Subsequently, the preliminary optimal target azimuth can be derived based on the power spectrum function of the improved Multiple Signal Classification algorithm, which is used to estimate the DOA solution set. Finally, we could estimate the optimal azimuth parameters accurately through searching the preliminary optimal target azimuth. The proposed algorithm avoids a wide range of power spectrum search, and reduces the error of azimuth estimation. Compared with both TLS-ESPRIT and MMUSIC algorithm, the spatial resolution is further improved. The evaluation results indicate that the proposed algorithm reduces the root mean square error and the computational complexity, and meanwhile improves the target azimuth estimation accuracy.
