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Micro-Doppler separation of multi-target based on ACO in midcourse
- 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.
- Subjects :
- time-frequency analysis
ant colony optimisation
object detection
Doppler effect
Doppler radar
ACO
mutual superposition
modified ant colony optimisation
pheromone
required optimal microDoppler path
single microDoppler curve
multitarget microDoppler separation
interference problem
3D time–frequency map
scattering point
Engineering (General). Civil engineering (General)
TA1-2040
Subjects
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