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Kunfeng Qiu
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2020 – today
- 2024
- [j6]Luxin Zhang
, Shilian Zheng
, Kunfeng Qiu
, Caiyi Lou, Xiaoniu Yang:
MASSnet: Deep-Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive-Radio-Enabled Internet of Things. IEEE Internet Things J. 11(8): 14435-14448 (2024) - [j5]Jie Chen
, Zhijin Zhao
, Shilian Zheng
, Luxin Zhang
, Kunfeng Qiu
, Xiaoniu Yang
:
PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. 10(4): 1190-1203 (2024) - [j4]Kunfeng Qiu
, Shilian Zheng
, Luxin Zhang
, Caiyi Lou, Xiaoniu Yang
:
DeepSIG: A Hybrid Heterogeneous Deep Learning Framework for Radio Signal Classification. IEEE Trans. Wirel. Commun. 23(1): 775-788 (2024) - 2023
- [j3]Shilian Zheng
, Xiaoyu Zhou
, Luxin Zhang
, Peihan Qi
, Kunfeng Qiu
, Jiawei Zhu
, Xiaoniu Yang
:
Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. 9(3): 564-579 (2023) - [i4]Tao Chen, Shilian Zheng, Kunfeng Qiu, Luxin Zhang, Qi Xuan, Xiaoniu Yang:
Augmenting Radio Signals with Wavelet Transform for Deep Learning-Based Modulation Recognition. CoRR abs/2311.03761 (2023) - 2022
- [j2]Zhuangzhi Chen
, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang
, Shilian Zheng
, Shichuan Chen
, Qi Xuan
, Xiaoniu Yang
:
SigNet: A Novel Deep Learning Framework for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. 8(2): 529-541 (2022) - [j1]Qi Xuan
, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen
, Dongwei Xu
, Shilian Zheng
, Xiaoniu Yang
:
AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification. IEEE Trans. Netw. Sci. Eng. 9(3): 1516-1526 (2022) - 2021
- [i3]Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Dongwei Xu, Shilian Zheng, Xiaoniu Yang:
CLPVG: Circular limited penetrable visibility graph as a new network model for time series. CoRR abs/2104.13772 (2021) - [i2]Qi Xuan, Kunfeng Qiu, Jinchao Zhou, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang:
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification. CoRR abs/2106.08564 (2021) - 2020
- [i1]Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang:
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification. CoRR abs/2011.03525 (2020)
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