Articles citing this article

The Citing articles tool gives a list of articles citing the current article.
The citing articles come from EDP Sciences database, as well as other publishers participating in CrossRef Cited-by Linking Program. You can set up your personal account to receive an email alert each time this article is cited by a new article (see the menu on the right-hand side of the abstract page).

Cited article:

Identification Techniques in the Internet of Things: Survey, Taxonomy and Research Frontier

Chaimae Saadouni, Saad El Jaouhari, Nouredine Tamani, Soumia Ziti, Lina Mroueh and Karim El Bouchti
IEEE Communications Surveys & Tutorials 28 593 (2026)
https://doi.org/10.1109/COMST.2025.3541165

Radio-Frequency Fingerprint-Tag-Based Device Authentication for Massive Random Access

Yoshihiro Kitagawa, Kenta Ogawa, Riku Sotohebo, Guanghui Song, Tomotaka Kimura, Zilong Liu and Jun Cheng
IEEE Access 14 17091 (2026)
https://doi.org/10.1109/ACCESS.2026.3659838

A Lightweight Open-Set Specific Emitter Identification Based on Broad Learning

Xiaoxu Zhang, Qiang Huang, Xiaoyu Ji, Liang Shi, Genying Hu and Kang Li
IEEE Internet of Things Journal 13 (4) 6158 (2026)
https://doi.org/10.1109/JIOT.2025.3637514

Physical-Layer Security via Radio Frequency Fingerprint Disguise: A Physics-Inspired Anti-Identification Framework

Zhisheng Yao, Yun Lin and Guan Gui
IEEE Transactions on Cognitive Communications and Networking 12 5244 (2026)
https://doi.org/10.1109/TCCN.2026.3656292

A Comprehensive Survey on Self-Supervised Learning for Specific Emitter Identification

Chao Liu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Dusit Niyato and Xuemin Shen
IEEE Communications Surveys & Tutorials 28 1749 (2026)
https://doi.org/10.1109/COMST.2025.3588171

MODELS AND METHODS FOR WIRELESS DEVICE IDENTIFICATION BASED ON RADIO FREQUENCY CHARACTERISTICS: A COMPREHENSIVE ANALYSIS OF MODERN RF-FINGERPRINTING APPROACHES

Heorhii Loban and Taras Lukovskyy
Cybersecurity: Education, Science, Technique 3 (31) 169 (2025)
https://doi.org/10.28925/2663-4023.2025.31.1012

Performance Improvement of Energy Criterion Method Based on the Instantaneous Phase Characteristics in Wi-Fi Transient Detection for RF Fingerprinting

Ismail M. Almarimi, Raya Al Hajri, Yaser Dalveren, Ali Kara and Mohammad Derawi
IEEE Access 13 180308 (2025)
https://doi.org/10.1109/ACCESS.2025.3622322

Channel2Channel: Toward Robust Radio Frequency Fingerprint Extraction and Identification

Lingnan Xie, Linning Peng, Junqing Zhang, Ang Gao, Hua Fu and Junxian Shi
IEEE Journal on Selected Areas in Communications 43 (11) 3737 (2025)
https://doi.org/10.1109/JSAC.2025.3584434

GCODWFA: Gradient Collaborative Optimization With Dynamic Weighted Feature Alignment for Unsupervised Domain Adaptation in Radio Frequency Fingerprinting Identification

Zhongyi Wen, Zhikai Zhai, Jiahui Xiang, Qiang Li, Wei Zhang and Huaizong Shao
IEEE Transactions on Information Forensics and Security 20 11991 (2025)
https://doi.org/10.1109/TIFS.2025.3630037

Weakly Supervised Attention Learning for Robust Cross-Temporal Specific Emitter Identification

Yaqin Zhao, Dan Xie, Longwen Wu, Qi Wang and Hikmat Ullah
IEEE Wireless Communications Letters 14 (12) 3937 (2025)
https://doi.org/10.1109/LWC.2025.3608191

An Overview of Security Threats, Attack Detection and Defense for Large-Scale Multi-Agent Systems (LSMAS) in Internet of Things (IoT)

Jijing Cai, Long Wen, Hailin Feng, Kai Fang, Junxin Chen, Wei Wei and Wei Wang
IEEE Transactions on Industrial Cyber-Physical Systems 3 70 (2025)
https://doi.org/10.1109/TICPS.2024.3514552

DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification

Ruiqi Kong and He Chen
IEEE Transactions on Information Forensics and Security 20 264 (2025)
https://doi.org/10.1109/TIFS.2024.3515796

Radio Frequency Fingerprint Acquisition and Identification for Small Sample DMR Signals Under Blind Synchronization

Wenlong Gou, Bing Han, Pengfei Sun, Yang Yu and Gang Wu
IEEE Access 13 28492 (2025)
https://doi.org/10.1109/ACCESS.2025.3539669

Backdoor Attack on Self-Supervised Learning-Based RFF Identification Using Spectrum Enhanced Insensitive Perturbation Trigger

Zhisheng Yao and Guan Gui
IEEE Transactions on Information Forensics and Security 20 5732 (2025)
https://doi.org/10.1109/TIFS.2025.3577013

Adaptive Channel‐Robust Signal Fusion Method for Collaborative Device Fingerprint Identification

Jiashuo He, Weiwei Jiang, Qinxue Tang, Yumeng Wang, Shuo Chang, Sai Huang, Caiyong Hao and Zhiyong Feng
Electronics Letters 61 (1) (2025)
https://doi.org/10.1049/ell2.70319

Improved Specific Emitter Identification Based on Margin Disparity Discrepancy in Varying Modulation Scenarios

Yezhuo Zhang, Zinan Zhou, Yichao Cao, Guangyu Li and Xuanpeng Li
IEEE Signal Processing Letters 32 3375 (2025)
https://doi.org/10.1109/LSP.2025.3597100

Receiver-Agnostic Radio Frequency Fingerprint Identification Based on Disentangled Feature Cross Combination

Feng Zhou, Xiaoqiang Qiao, Yihang Du, Hao Wu and Jiang Zhang
IEEE Wireless Communications Letters 14 (9) 2693 (2025)
https://doi.org/10.1109/LWC.2025.3576371

SWLC-Conformer: An Efficient and Secure Hybrid Architecture for Specific Emitter Identification

Mingyuan Shao, Zhihua Song, Xiaolong Liang, Fuqing Zhang, Dingzhao Li, Shaohua Hong, Lin Cao, Yuan Peng and Jie Qi
IEEE Internet of Things Journal 12 (20) 43801 (2025)
https://doi.org/10.1109/JIOT.2025.3598480

Hybrid RFF Identification for LTE Using Wavelet Coefficient Graph and Differential Spectrum

Linning Peng, Zhenni Wu, Junqing Zhang, Ming Liu, Hua Fu and Aiqun Hu
IEEE Transactions on Vehicular Technology 1 (2024)
https://doi.org/10.1109/TVT.2024.3380671

Channel-Robust RF Fingerprint Identification Using Multi-Task Learning and Receiver Collaboration

Zhi Chai, Xinyong Peng, Xinran Huang, Mingye Li and Xuelin Yang
IEEE Signal Processing Letters 31 2510 (2024)
https://doi.org/10.1109/LSP.2024.3460654

An Authentication Mechanism Based on Zero Trust With Radio Frequency Fingerprint for Internet of Things Networks

Wentao Jing, Linning Peng, Hua Fu and Aiqun Hu
IEEE Internet of Things Journal 11 (13) 23683 (2024)
https://doi.org/10.1109/JIOT.2024.3385989

LED-RFF: LTE DMRS-Based Channel Robust Radio Frequency Fingerprint Identification Scheme

Xuan Yang and Dongming Li
IEEE Transactions on Information Forensics and Security 19 1855 (2024)
https://doi.org/10.1109/TIFS.2023.3343079

PUF-Assisted Radio Frequency Fingerprinting Exploiting Power Amplifier Active Load-Pulling

Yuepei Li, Kai Xu, Junqing Zhang, Chongyan Gu, Yuan Ding, George Goussetis and Symon K. Podilchak
IEEE Transactions on Information Forensics and Security 19 5015 (2024)
https://doi.org/10.1109/TIFS.2024.3389570

Channel-Robust Radio Frequency Fingerprint Identification for Cellular Uplink LTE Devices

Linning Peng, Haichuan Peng, Hua Fu and Ming Liu
IEEE Internet of Things Journal 11 (10) 17154 (2024)
https://doi.org/10.1109/JIOT.2024.3358904