TY - GEN
T1 - Multi-targets miss distance measurement using sequential range-Doppler image
AU - Feng, Dingwei
AU - Wu, Siliang
AU - Wei, Guohua
PY - 2012
Y1 - 2012
N2 - A new approach is described for combining a series of sequential range and Doppler data from single radar platform to perform multi-targets miss distance measurement (MTMDM). In MTMDM, the difference between targets is mainly in range domain, not velocity. This difference leads to resemblance or aliasing in time curves of multi-targets Doppler frequency. Moreover, the miss distance measurement (MDM) using only distance information has some limitations such as larger measurement errors in case of small miss distance. In the new approach, the information of range and Doppler frequency will be first extracted using the centroid estimation method from range-Doppler image. Then the extracted information will be jointly used for multi-targets data association, tracking as well as MDM. The data association and fusion of range and Doppler can distinguish multi-targets, and improve the accuracy of the MDM more effectively. The experimental results will prove the efficiency of the proposed method.
AB - A new approach is described for combining a series of sequential range and Doppler data from single radar platform to perform multi-targets miss distance measurement (MTMDM). In MTMDM, the difference between targets is mainly in range domain, not velocity. This difference leads to resemblance or aliasing in time curves of multi-targets Doppler frequency. Moreover, the miss distance measurement (MDM) using only distance information has some limitations such as larger measurement errors in case of small miss distance. In the new approach, the information of range and Doppler frequency will be first extracted using the centroid estimation method from range-Doppler image. Then the extracted information will be jointly used for multi-targets data association, tracking as well as MDM. The data association and fusion of range and Doppler can distinguish multi-targets, and improve the accuracy of the MDM more effectively. The experimental results will prove the efficiency of the proposed method.
KW - data fusion
KW - multi-targets miss distance measurement
KW - range-Doppler image
UR - http://www.scopus.com/inward/record.url?scp=84876499837&partnerID=8YFLogxK
U2 - 10.1109/ICoSP.2012.6491938
DO - 10.1109/ICoSP.2012.6491938
M3 - Conference contribution
AN - SCOPUS:84876499837
SN - 9781467321945
T3 - International Conference on Signal Processing Proceedings, ICSP
SP - 1839
EP - 1842
BT - ICSP 2012 - 2012 11th International Conference on Signal Processing, Proceedings
T2 - 2012 11th International Conference on Signal Processing, ICSP 2012
Y2 - 21 October 2012 through 25 October 2012
ER -