A Target Motion Analysis Algorithm based on Doppler Frequency Shift Optimize Search

DOI

10.2991/iiicec-15.2015.386How to use a DOI?

Keywords

TMA; Doppler Frequency Offset; Multi-peak; Local Optimization.

Abstract

To solve the problem that the algorithm's slow convergence, or the lower computational efficiency, which caused by the uncertainty of the search accuracy in Doppler frequency shift space, an improved target motion analysis algorithm of bearing-line Doppler frequency shift is introduced. The filter equation is transformed from the nonlinear field to the simple linear form field. When the Doppler frequency is matched, a new optimize search matching algorithm is introduced, and the best estimate problem of the search element’s objective function is transformed into a multi-peak and nonlinear optimization problem. Experiments show that the algorithm can decrease the time and space complexity of the algorithm, improve the computational efficiency and convergence precision, and reduce the tracking time.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Song Xu
AU  - Yang Ju
AU  - Xiaoliang Zhang
PY  - 2015/03
DA  - 2015/03
TI  - A Target Motion Analysis Algorithm based on Doppler Frequency Shift Optimize Search
BT  - Proceedings of the 2015 International Industrial Informatics and Computer Engineering Conference
PB  - Atlantis Press
SP  - 1775
EP  - 1778
SN  - 2352-538X
UR  - https://doi.org/10.2991/iiicec-15.2015.386
DO  - 10.2991/iiicec-15.2015.386
ID  - Xu2015/03
ER  -