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Localization of RF Emitters Using Convolutional Neural Networks under Sparse Prior

Wei Guo Huan Wang Yanqing Yang Rong Yuan Yudong Fang Wenchi Cheng

通信与信息网络学报（英文）2025，Vol.10Issue(2)：131-142,12.

Localization of RF Emitters Using Convolutional Neural Networks under Sparse Prior

Wei Guo ¹Huan Wang ²Yanqing Yang ²Rong Yuan ³Yudong Fang ³Wenchi Cheng⁴

作者信息

1. Key Laboratory of Application Innova-tion in Emergency Command Communication Technology Ministry of Emer-gency Management,Ministry of Emergency Management Big Data Center,Beijing 100190,China||School of Computer Science and Technol-ogy,Xinjiang University,Urumqi 830046,China||School of Communication Engineering,Xi-dian University,Xi'an 710075,China
2. School of Computer Science and Technol-ogy,Xinjiang University,Urumqi 830046,China
3. Key Laboratory of Application Innova-tion in Emergency Command Communication Technology Ministry of Emer-gency Management,Ministry of Emergency Management Big Data Center,Beijing 100190,China
4. School of Communication Engineering,Xi-dian University,Xi'an 710075,China
折叠

摘要

关键词

DOA/convolutional neural networks/RF lo-calization/sparse representation

Key words

DOA/convolutional neural networks/RF lo-calization/sparse representation

引用本文复制引用

Wei Guo,Huan Wang,Yanqing Yang,Rong Yuan,Yudong Fang,Wenchi Cheng..Localization of RF Emitters Using Convolutional Neural Networks under Sparse Prior[J].通信与信息网络学报（英文）,2025,10(2):131-142,12.

基金项目

This research was funded by the National Key Research and Development Program of China under Grants 2023YFC3011500 and 2024YFC3016000. （）

通信与信息网络学报（英文）

ISSN：2096-1081

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