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2020 – today
- 2023
[j2]Tiantian Zhang
, Pinyi Ren, Dongyang Xu, Zhanyi Ren:
RIS Subarray Optimization With Reinforcement Learning for Green Symbiotic Communications in Internet of Things. IEEE Internet Things J. 10(22): 19454-19465 (2023)- [c6]Jing Ma, Pinyi Ren, Tiantian Zhang, Zhanyi Ren, Dongyang Xu:
Deep Radio Frequency Fingerprinting Based on Wavelet Scattering Network. WCNC 2023: 1-6 - [c5]Zhanyi Ren, Pinyi Ren, Dongyang Xu, Tiantian Zhang:
Noise-Tolerant Radio Frequency Fingerprinting With Data Augmentation and Contrastive Learning. WCNC 2023: 1-6 - 2022
- [j1]Tiantian Zhang, Pinyi Ren, Dongyang Xu, Zhanyi Ren:
Intelligent Radio Frequency Identification for URLLC in Industrial IoT Networks. Symmetry 14(4): 801 (2022) - [c4]Tiantian Zhang, Pinyi Ren, Dongyang Xu, Zhanyi Ren:
DFSNet: Deep Fractional Scattering Network for LoRa Fingerprinting. GLOBECOM 2022: 4897-4902 - [c3]Tiantian Zhang, Pinyi Ren, Zhanyi Ren, Dongyang Xu:
FWSResNet: An Edge Device Fingerprinting Framework Based on Scattering and Convolutional Networks. VTC Spring 2022: 1-6 - [c2]Zhanyi Ren, Pinyi Ren, Tiantian Zhang:
Deep RF Device Fingerprinting by Semi-Supervised Learning with Meta Pseudo Time-Frequency Labels. WCNC 2022: 2369-2374 - 2021
- [c1]Tiantian Zhang, Pinyi Ren, Zhanyi Ren:
Deep Radio Fingerprint ResNet for Reliable Lightweight Device Identification. VTC Fall 2021: 1-6
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