A Machine Learning Assisted Device Fingerprint Identification Technique for TDM-PON System
| Autor: | Wanchao Gao, Chengpeng Fan, Xiaoxiao Dai, Yuanxiang Wang, Weiqi Lu, Mengfan Cheng, Lei Deng, Qi Yang, Deming Liu |
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| Rok vydání: | 2021 |
| Zdroj: | 26th Optoelectronics and Communications Conference. |
| DOI: | 10.1364/oecc.2021.w4a.4 |
| Popis: | A device fingerprint identification technique is proposed based on wavelet transform and CNN classification. It can significantly accelerate the multi-path timing alignment process and improve user security. © 2021 The Author(s) |
| Databáze: | OpenAIRE |
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