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Radar HRRP Target Recognition Based on Stacked Autoencoder and Extreme Learning Machine

A novel radar high-resolution range profile (HRRP) target recognition method based on a stacked autoencoder (SAE) and extreme learning machine (ELM) is presented in this paper. As a key component of deep structure, the SAE does not only learn features by making use of data, it also obtains feature e...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Zhao, Feixiang, Liu, Yongxiang, Huo, Kai, Zhang, Shuanghui, Zhang, Zhongshuai
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5796358/
https://ncbi.nlm.nih.gov/pubmed/29320453
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18010173
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