Back to Search Start Over

Micro-Doppler separation of multi-target based on ACO in midcourse

Authors :
Yizhe Wang
Yongshun Zhang
Cunqian Feng
Bin Chen
Qichao Ge
Source :
The Journal of Engineering (2019)
Publication Year :
2019
Publisher :
Wiley, 2019.

Abstract

To solve the problem of mutual superposition and interference of multi-target micro-Doppler in midcourse, a method based on modified ant colony optimisation (ACO) is proposed. On the basis of building 3D time–frequency map, pheromone on each spot in the workspace can be updated, according to the changing rule of micro-Doppler. The pheromone leads ant to seek for required optimal micro-Doppler path gradually; thus single micro-Doppler curve corresponding to each scattering point can be separated. Simulation results indicate that the proposed method can overcome the coupling between micro-Doppler of different scattering point and the influence of background noise better, and implement effective separation of multi-target.

Details

Language :
English
ISSN :
20513305
Database :
Directory of Open Access Journals
Journal :
The Journal of Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.2abc0cce00e1440aabef59afa46f8a74
Document Type :
article
Full Text :
https://doi.org/10.1049/joe.2019.0412