Shilian Zheng

According to our database, Shilian Zheng authored at least 69 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery.

Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang

IEEE Trans. Wirel. Commun., September, 2024

FM-Based Positioning via Deep Learning.

Shilian Zheng, Jiacheng Hu, Luxin Zhang, Kunfeng Qiu, Jie Chen, Peihan Qi, Zhijin Zhao, Xiaoniu Yang

IEEE J. Sel. Areas Commun., September, 2024

PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification.

Jie Chen, Zhijin Zhao, Shilian Zheng, Luxin Zhang, Kunfeng Qiu, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., August, 2024

RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification.

Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang

IEEE Trans. Cogn. Commun. Netw., August, 2024

Speech Semantic Communication Based on Swin Transformer.

Ziliang Zhou, Shilian Zheng, Jie Chen, Zhijin Zhao, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., June, 2024

Deep Learning-Based DOA Estimation.

Shilian Zheng, Zhuang Yang, Weiguo Shen, Luxin Zhang, Jiawei Zhu, Zhijin Zhao, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., June, 2024

AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger.

Dongwei Xu, Ruochen Fang, Qi Xuan, Weiguo Shen, Shilian Zheng, Xiaoniu Yang

IEEE Trans. Circuits Syst. II Express Briefs, June, 2024

Data-Driven Intelligent Receiver for OTFS Communication in Internet of Vehicles.

Bin Wang, Zhuang Yuan, Shilian Zheng, Yang Liu

IEEE Trans. Veh. Technol., May, 2024

A ConvLSTM-Based Blind Receiver for Physical Layer Wireless Communication.

Huimei Han, Tianjia Shen, Yunxian Chen, Weidang Lu, Shilian Zheng, Xianbin Wang, Xiaoniu Yang

IEEE Trans. Veh. Technol., May, 2024

Adversarial Defense Embedded Waveform Design for Reliable Communication in the Physical Layer.

Peihan Qi, Yongchao Meng, Shilian Zheng, Xiaoyu Zhou, Nan Cheng, Zan Li

IEEE Internet Things J., May, 2024

Channel Pruning Method for Signal Modulation Recognition Deep Learning Models.

Zhuangzhi Chen, Zhangwei Wang, Xuzhang Gao, Jinchao Zhou, Dongwei Xu, Shilian Zheng, Qi Xuan, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., April, 2024

MASSnet: Deep-Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive-Radio-Enabled Internet of Things.

Luxin Zhang, Shilian Zheng, Kunfeng Qiu, Caiyi Lou, Xiaoniu Yang

IEEE Internet Things J., April, 2024

GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks.

Xiaoyu Zhou, Peihan Qi, Weilin Zhang, Shilian Zheng, Ning Zhang, Zan Li

IEEE Trans. Cogn. Commun. Netw., February, 2024

DeepSIG: A Hybrid Heterogeneous Deep Learning Framework for Radio Signal Classification.

Kunfeng Qiu, Shilian Zheng, Luxin Zhang, Caiyi Lou, Xiaoniu Yang

IEEE Trans. Wirel. Commun., January, 2024

AdvCheck: Characterizing adversarial examples via local gradient checking.

Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Shilian Zheng, Xiaoniu Yang, Xing Yang

Comput. Secur., January, 2024

Blind Recognition Method for Non-Cooperative Communication Signals Based on Aerial Computing.

Bin Wang, Ziyan Jiang, Huaji Zhou, Shilian Zheng

IEEE Trans. Netw. Sci. Eng., 2024

Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models.

Zhuangzhi Chen, Zhangwei Wang, Dongwei Xu, Jiawei Zhu, Weiguo Shen, Shilian Zheng, Qi Xuan, Xiaoniu Yang

IEEE Trans. Inf. Forensics Secur., 2024

Intelligent decision-making for a "Three-Variable" frequency-hopping pattern based on OC-CDRL.

Ziyu Meng, Shaogang Dai, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang

Phys. Commun., 2024

Deep Learning-Based FM Demodulation in Complex Electromagnetic Environment.

Shilian Zheng, Zhangbin Pei, Tao Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang

IEEE Open J. Commun. Soc., 2024

Deep Learning-Based SNR Estimation.

Shilian Zheng, Shurun Chen, Tao Chen, Zhuang Yang, Zhijin Zhao, Xiaoniu Yang

IEEE Open J. Commun. Soc., 2024

Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal Processing.

Zhenyu Wen, Yuheng Ye, Jie Su, Taotao Li, Jinhao Wan, Shilian Zheng, Zhen Hong, Shibo He, Haoran Duan, Yuexiang Li, Yawen Huang, Yefeng Zheng

IEEE Intell. Syst., 2024

2023

Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System.

Yupei Zhang, Zhijin Zhao, Shilian Zheng, Fangfang Qiang

IEEE Trans. Cogn. Commun. Netw., December, 2023

OFDM sensing based on deep learning.

Shilian Zheng, Fei Wei, Xiaoyu Zhou, Fengyang Gu, Keqiang Yue, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang

Phys. Commun., December, 2023

The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition.

Taotao Li, Zhenyu Wen, Yang Long, Zhen Hong, Shilian Zheng, Li Yu, Bo Chen, Xiaoniu Yang, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Collaborative and Incremental Learning for Modulation Classification With Heterogeneous Local Dataset in Cognitive IoT.

Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Shilian Zheng, Tao Jiang, Zan Li

IEEE Trans. Green Commun. Netw., June, 2023

Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification.

Shilian Zheng, Xiaoyu Zhou, Luxin Zhang, Peihan Qi, Kunfeng Qiu, Jiawei Zhu, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., June, 2023

EMD and VMD Empowered Deep Learning for Radio Modulation Recognition.

Tao Chen, Shuncheng Gao, Shilian Zheng, Shanqing Yu, Qi Xuan, Caiyi Lou, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., February, 2023

FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System.

Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Zhengyu Zhang, Shilian Zheng, Zan Li

IEEE J. Sel. Top. Signal Process., January, 2023

Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications.

Yu Ding, Yunqi Feng, Weidang Lu, Shilian Zheng, Nan Zhao, Limin Meng, Arumugam Nallanathan, Xiaoniu Yang

IEEE J. Sel. Top. Signal Process., January, 2023

Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input.

Zhuang Yang, Shilian Zheng, Luxin Zhang, Zhijin Zhao, Xiaoniu Yang

IEEE Signal Process. Lett., 2023

Contrastive Clustering for Unsupervised Recognition of Interference Signals.

Xiangwei Chen, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang

Comput. Syst. Sci. Eng., 2023

Deep Learning-Based Frequency Offset Estimation.

Tao Chen, Shilian Zheng, Jiawei Zhu, Qi Xuan, Xiaoniu Yang

CoRR, 2023

Augmenting Radio Signals with Wavelet Transform for Deep Learning-Based Modulation Recognition.

Tao Chen, Shilian Zheng, Kunfeng Qiu, Luxin Zhang, Qi Xuan, Xiaoniu Yang

CoRR, 2023

Unified Deep Neural Demodulation Network Design for QAM Signal Recovery.

Bowen Xiao, Shilian Zheng, Jiawei Zhu, Ziyi Zhang, Yan Long, Honghao Ju

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Deep Blind Demodulation of Binary Modulated Signals.

Zhangbin Pei, Shilian Zheng, Shichuan Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Deep Learning-Based SNR Estimation with Covariance Input.

Shurun Chen, Shilian Zheng, Zhuang Yang, Tao Chen, Zhijin Zhao, Xiaoniu Yang

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

2022

A Deep Learning-Based Intelligent Receiver for Improving the Reliability of the MIMO Wireless Communication System.

Bin Wang, Ke Xu, Shilian Zheng, Huaji Zhou, Yang Liu

IEEE Trans. Reliab., 2022

AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification.

Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang

IEEE Trans. Netw. Sci. Eng., 2022

Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning.

Fei Wei, Shilian Zheng, Xiaoyu Zhou, Luxin Zhang, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., 2022

SigNet: A Novel Deep Learning Framework for Radio Signal Classification.

Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., 2022

Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming.

Huaji Zhou, Jing Bai, Linchun Niu, Jie Xu, Zhu Xiao, Shilian Zheng, Licheng Jiao, Xiaoniu Yang

Remote. Sens., 2022

Intelligent Anti-Jamming Decision Algorithm of Bivariate Frequency Hopping Pattern Based on DQN With PER and Pareto.

Jiasheng Zhu, Zhijin Zhao, Shilian Zheng

Int. J. Inf. Technol. Web Eng., 2022

Deep Reinforcement Learning Based Decision Making for Complex Jamming Waveforms.

Yuting Xu, Chao Wang, Jiakai Liang, Keqiang Yue, Wenjun Li, Shilian Zheng, Zhijin Zhao

Entropy, 2022

Deep Learning Based Source Number Estimation with Single-Channel Mixtures.

Weiguo Shen, Shilian Zheng, Shichuan Chen, Huaji Zhou, Xiaoniu Yang

Proceedings of the IEEE International Conference on Communications, 2022

2021

DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer.

Shilian Zheng, Shichuan Chen, Xiaoniu Yang

IEEE Trans. Cogn. Commun. Netw., 2021

Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information.

Peihan Qi, Xiaoyu Zhou, Shilian Zheng, Zan Li

IEEE Trans. Cogn. Commun. Netw., 2021

Cooperative Topology Sensing of Wireless Networks With Distributed Sensors.

Zitong Liu, Guoru Ding, Zheng Wang, Shilian Zheng, Jiachen Sun, Qihui Wu

IEEE Trans. Cogn. Commun. Netw., 2021

FEM: Feature extraction and mapping for radio modulation classification.

Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang, Qi Xuan

Phys. Commun., 2021

Adaptive Visibility Graph Neural Network and its Application in Modulation Classification.

Qi Xuan, Kunfeng Qiu, Jinchao Zhou, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang

CoRR, 2021

CLPVG: Circular limited penetrable visibility graph as a new network model for time series.

Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Dongwei Xu, Shilian Zheng, Xiaoniu Yang

CoRR, 2021

2020

SigNet: An Advanced Deep Learning Framework for Radio Signal Classification.

Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang

CoRR, 2020

Feature Explainable Deep Classification for Signal Modulation Recognition.

Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

2019

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).

Yupei Zhang, Zhijin Zhao, Shilian Zheng

计算机科学, 2019

Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios.

Shilian Zheng, Shichuan Chen, Peihan Qi, Huaji Zhou, Xiaoniu Yang

CoRR, 2019

Weight-Variable Scattering Convolution Networks and Its Application in Electromagnetic Signal Classification.

Huaji Zhou, Licheng Jiao, Shilian Zheng, Shichuan Chen, Lifeng Yang, Weiguo Shen, Xiaoniu Yang

IEEE Access, 2019

Fusion Methods for CNN-Based Automatic Modulation Classification.

Shilian Zheng, Peihan Qi, Shichuan Chen, Xiaoniu Yang

IEEE Access, 2019

Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification.

Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang

IEEE Access, 2019

Joint Delay and Maintenance Optimization for Spectrum Handoff in Cognitive Radio Networks Using Binary Shuffled Frog Leaping Algorithm.

Jianjun Jiang, Shilian Zheng

Proceedings of the 19th IEEE International Conference on Communication Technology, 2019

2018

Big Data Processing Architecture for Radio Signals Empowered by Deep Learning: Concept, Experiment, Applications and Challenges.

Shilian Zheng, Shichuan Chen, Lifeng Yang, Jiawei Zhu, Zhenxing Luo, Junjie Hu, Xiaoniu Yang

IEEE Access, 2018

2017

Predecision for Wideband Spectrum Sensing With Sub-Nyquist Sampling.

Tianyi Xiong, Hongbin Li, Peihan Qi, Zan Li, Shilian Zheng

IEEE Trans. Veh. Technol., 2017

2014

Target Channel Visiting Order Design Using Particle Swarm Optimization for Spectrum Handoff in Cognitive Radio Networks.

Shilian Zheng, Zhijin Zhao, Changlin Luo, Xiaoniu Yang

Algorithms, 2014

Wideband spectrum sensing based on group testing utilizing polyphase filter banks.

Shilian Zheng, Xiaoniu Yang

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

2011

Target Channel Sequence Selection Scheme for Proactive-Decision Spectrum Handoff.

Shilian Zheng, Xiaoniu Yang, Shichuan Chen, Caiyi Lou

IEEE Commun. Lett., 2011

Distributed consensus algorithms for decision fusion based cooperative spectrum sensing in cognitive radio.

Shilian Zheng, Xiaoniu Yang, Caiyi Lou

Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Wideband spectrum sensing in modulated wideband converter based cognitive radio system.

Shilian Zheng, Xiaoniu Yang

Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Specific primary user sensing for wireless security in IEEE 802.22 network.

Zhenxing Luo, Caiyi Lou, Shichuan Chen, Shilian Zheng, Shaowei Li

Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

2010

Joint Power Control and Spectrum Allocation for Cognitive Radio with QoS Constraint.

Zhijin Zhao, Zhen Peng, Zhidong Zhao, Shilian Zheng

Commun. Netw., 2010

2009

Cognitive radio adaptation using particle swarm optimization.

Zhijin Zhao, Shiyu Xu, Shilian Zheng, Junna Shang

Wirel. Commun. Mob. Comput., 2009

Cognitive radio spectrum allocation using evolutionary algorithms.

Zhijin Zhao, Zhen Peng, Shilian Zheng, Junna Shang

IEEE Trans. Wirel. Commun., 2009