Shilian Zheng

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 59

Top Topics

Continuous Action

Top Venues

IEEE Trans. Cogn. Commun. Netw.

Publications

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) (2024)
Shilian Zheng, Shurun Chen, Tao Chen, Zhuang Yang, Zhijin Zhao, Xiaoniu Yang
Deep Learning-Based SNR Estimation. IEEE Open J. Commun. Soc. 5 (2024)
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Shilian Zheng, Xiaoniu Yang, Xing Yang
AdvCheck: Characterizing adversarial examples via local gradient checking. Comput. Secur. 136 (2024)
Dongwei Xu, Ruochen Fang, Qi Xuan, Weiguo Shen, Shilian Zheng, Xiaoniu Yang
AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger. IEEE Trans. Circuits Syst. II Express Briefs 71 (6) (2024)
Ziliang Zhou, Shilian Zheng, Jie Chen, Zhijin Zhao, Xiaoniu Yang
Speech Semantic Communication Based on Swin Transformer. IEEE Trans. Cogn. Commun. Netw. 10 (3) (2024)
Peihan Qi, Yongchao Meng, Shilian Zheng, Xiaoyu Zhou, Nan Cheng, Zan Li
Adversarial Defense Embedded Waveform Design for Reliable Communication in the Physical Layer. IEEE Internet Things J. 11 (10) (2024)
Ziyu Meng, Shaogang Dai, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang
Intelligent decision-making for a "Three-Variable" frequency-hopping pattern based on OC-CDRL. Phys. Commun. 66 (2024)
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) (2024)
Shilian Zheng, Zhuang Yang, Weiguo Shen, Luxin Zhang, Jiawei Zhu, Zhijin Zhao, Xiaoniu Yang
Deep Learning-Based DOA Estimation. IEEE Trans. Cogn. Commun. Netw. 10 (3) (2024)
Zhuangzhi Chen, Zhangwei Wang, Xuzhang Gao, Jinchao Zhou, Dongwei Xu, Shilian Zheng, Qi Xuan, Xiaoniu Yang
Channel Pruning Method for Signal Modulation Recognition Deep Learning Models. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
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) (2024)
Shilian Zheng, Zhangbin Pei, Tao Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang
Deep Learning-Based FM Demodulation in Complex Electromagnetic Environment. IEEE Open J. Commun. Soc. 5 (2024)
Huimei Han, Tianjia Shen, Yunxian Chen, Weidang Lu, Shilian Zheng, Xianbin Wang, Xiaoniu Yang
A ConvLSTM-Based Blind Receiver for Physical Layer Wireless Communication. IEEE Trans. Veh. Technol. 73 (5) (2024)
Xiaoyu Zhou, Peihan Qi, Weilin Zhang, Shilian Zheng, Ning Zhang, Zan Li
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks. IEEE Trans. Cogn. Commun. Netw. 10 (1) (2024)
Zhuangzhi Chen, Zhangwei Wang, Dongwei Xu, Jiawei Zhu, Weiguo Shen, Shilian Zheng, Qi Xuan, Xiaoniu Yang
Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang
RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Bin Wang, Zhuang Yuan, Shilian Zheng, Yang Liu
Data-Driven Intelligent Receiver for OTFS Communication in Internet of Vehicles. IEEE Trans. Veh. Technol. 73 (5) (2024)
Taotao Li, Zhenyu Wen, Yang Long, Zhen Hong, Shilian Zheng, Li Yu, Bo Chen, Xiaoniu Yang, Ling Shao
The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Tao Chen, Shilian Zheng, Jiawei Zhu, Qi Xuan, Xiaoniu Yang
Deep Learning-Based Frequency Offset Estimation. CoRR (2023)
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) (2023)
Zhuang Yang, Shilian Zheng, Luxin Zhang, Zhijin Zhao, Xiaoniu Yang
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input. IEEE Signal Process. Lett. 30 (2023)
Yupei Zhang, Zhijin Zhao, Shilian Zheng, Fangfang Qiang
Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System. IEEE Trans. Cogn. Commun. Netw. 9 (6) (2023)
Bowen Xiao, Shilian Zheng, Jiawei Zhu, Ziyi Zhang, Yan Long, Honghao Ju
Unified Deep Neural Demodulation Network Design for QAM Signal Recovery. VTC Fall (2023)
Tao Chen, Shuncheng Gao, Shilian Zheng, Shanqing Yu, Qi Xuan, Caiyi Lou, Xiaoniu Yang
EMD and VMD Empowered Deep Learning for Radio Modulation Recognition. IEEE Trans. Cogn. Commun. Netw. 9 (1) (2023)
Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Shilian Zheng, Tao Jiang, Zan Li
Collaborative and Incremental Learning for Modulation Classification With Heterogeneous Local Dataset in Cognitive IoT. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Shilian Zheng, Fei Wei, Xiaoyu Zhou, Fengyang Gu, Keqiang Yue, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang
OFDM sensing based on deep learning. Phys. Commun. 61 (2023)
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 (2023)
Yu Ding, Yunqi Feng, Weidang Lu, Shilian Zheng, Nan Zhao, Limin Meng, Arumugam Nallanathan, Xiaoniu Yang
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications. IEEE J. Sel. Top. Signal Process. 17 (1) (2023)
Xiangwei Chen, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang
Contrastive Clustering for Unsupervised Recognition of Interference Signals. Comput. Syst. Sci. Eng. 46 (2) (2023)
Zhangbin Pei, Shilian Zheng, Shichuan Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang
Deep Blind Demodulation of Binary Modulated Signals. ICCT (2023)
Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. CoRR (2023)
Shurun Chen, Shilian Zheng, Zhuang Yang, Tao Chen, Zhijin Zhao, Xiaoniu Yang
Deep Learning-Based SNR Estimation with Covariance Input. ICCT (2023)
Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Zhengyu Zhang, Shilian Zheng, Zan Li
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System. IEEE J. Sel. Top. Signal Process. 17 (1) (2023)
Fei Wei, Shilian Zheng, Xiaoyu Zhou, Luxin Zhang, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning. IEEE Trans. Cogn. Commun. Netw. 8 (3) (2022)
Xinjie Xu, Zhuangzhi Chen, Dongwei Xu, Huaji Zhou, Shanqing Yu, Shilian Zheng, Qi Xuan, Xiaoniu Yang
Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition. CoRR (2022)
Huaji Zhou, Jing Bai, Linchun Niu, Jie Xu, Zhu Xiao, Shilian Zheng, Licheng Jiao, Xiaoniu Yang
Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming. Remote. Sens. 14 (5) (2022)
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) (2022)
Yuting Xu, Chao Wang, Jiakai Liang, Keqiang Yue, Wenjun Li, Shilian Zheng, Zhijin Zhao
Deep Reinforcement Learning Based Decision Making for Complex Jamming Waveforms. Entropy 24 (10) (2022)
Bin Wang, Ke Xu, Shilian Zheng, Huaji Zhou, Yang Liu
A Deep Learning-Based Intelligent Receiver for Improving the Reliability of the MIMO Wireless Communication System. IEEE Trans. Reliab. 71 (2) (2022)
Jiasheng Zhu, Zhijin Zhao, Shilian Zheng
Intelligent Anti-Jamming Decision Algorithm of Bivariate Frequency Hopping Pattern Based on DQN With PER and Pareto. Int. J. Inf. Technol. Web Eng. 17 (1) (2022)
Weiguo Shen, Shilian Zheng, Shichuan Chen, Huaji Zhou, Xiaoniu Yang
Deep Learning Based Source Number Estimation with Single-Channel Mixtures. ICC (2022)
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) (2022)
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 (2021)
Peihan Qi, Xiaoyu Zhou, Shilian Zheng, Zan Li
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Shilian Zheng, Shichuan Chen, Xiaoniu Yang
DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Zitong Liu, Guoru Ding, Zheng Wang, Shilian Zheng, Jiachen Sun, Qihui Wu
Cooperative Topology Sensing of Wireless Networks With Distributed Sensors. IEEE Trans. Cogn. Commun. Netw. 7 (2) (2021)
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 (2021)
Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang, Qi Xuan
FEM: Feature extraction and mapping for radio modulation classification. Phys. Commun. 45 (2021)
Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng
Feature Explainable Deep Classification for Signal Modulation Recognition. IECON (2020)
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 (2020)
Jianjun Jiang, Shilian Zheng
Joint Delay and Maintenance Optimization for Spectrum Handoff in Cognitive Radio Networks Using Binary Shuffled Frog Leaping Algorithm. ICCT (2019)
Yupei Zhang, Zhijin Zhao, Shilian Zheng
融合学习差分进化和粒子群优化算法的认知决策引擎 (Cognitive Decision Engine of Hybrid Learning Differential Evolution and Particle Swarm Optimization). 计算机科学 46 (6) (2019)
Shilian Zheng, Shichuan Chen, Peihan Qi, Huaji Zhou, Xiaoniu Yang
Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios. CoRR (2019)
Shilian Zheng, Peihan Qi, Shichuan Chen, Xiaoniu Yang
Fusion Methods for CNN-Based Automatic Modulation Classification. IEEE Access 7 (2019)
Huaji Zhou, Licheng Jiao, Shilian Zheng, Shichuan Chen, Lifeng Yang, Weiguo Shen, Xiaoniu Yang
Weight-Variable Scattering Convolution Networks and Its Application in Electromagnetic Signal Classification. IEEE Access 7 (2019)
Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification. IEEE Access 7 (2019)
Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification. CoRR (2019)
Shilian Zheng, Shichuan Chen, Lifeng Yang, Jiawei Zhu, Zhenxing Luo, Junjie Hu, Xiaoniu Yang
Big Data Processing Architecture for Radio Signals Empowered by Deep Learning: Concept, Experiment, Applications and Challenges. IEEE Access 6 (2018)
Tianyi Xiong, Hongbin Li, Peihan Qi, Zan Li, Shilian Zheng
Predecision for Wideband Spectrum Sensing With Sub-Nyquist Sampling. IEEE Trans. Veh. Technol. 66 (8) (2017)
Shilian Zheng, Zhijin Zhao, Changlin Luo, Xiaoniu Yang
Target Channel Visiting Order Design Using Particle Swarm Optimization for Spectrum Handoff in Cognitive Radio Networks. Algorithms 7 (3) (2014)
Shilian Zheng, Xiaoniu Yang
Wideband spectrum sensing based on group testing utilizing polyphase filter banks. DSP (2014)
Zhenxing Luo, Caiyi Lou, Shichuan Chen, Shilian Zheng, Shaowei Li
Specific primary user sensing for wireless security in IEEE 802.22 network. ISCIT (2011)
Shilian Zheng, Xiaoniu Yang
Wideband spectrum sensing in modulated wideband converter based cognitive radio system. ISCIT (2011)
Shilian Zheng, Xiaoniu Yang, Shichuan Chen, Caiyi Lou
Target Channel Sequence Selection Scheme for Proactive-Decision Spectrum Handoff. IEEE Commun. Lett. 15 (12) (2011)
Shilian Zheng, Xiaoniu Yang, Caiyi Lou
Distributed consensus algorithms for decision fusion based cooperative spectrum sensing in cognitive radio. ISCIT (2011)
Zhijin Zhao, Zhen Peng, Zhidong Zhao, Shilian Zheng
Joint Power Control and Spectrum Allocation for Cognitive Radio with QoS Constraint. Commun. Netw. 2 (1) (2010)
Zhijin Zhao, Zhen Peng, Shilian Zheng, Junna Shang
Cognitive radio spectrum allocation using evolutionary algorithms. IEEE Trans. Wirel. Commun. 8 (9) (2009)
Zhijin Zhao, Shiyu Xu, Shilian Zheng, Junna Shang
Cognitive radio adaptation using particle swarm optimization. Wirel. Commun. Mob. Comput. 9 (7) (2009)