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2020 – today
- 2024
[j51]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: 103540 (2024)- [j50]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) - [j49]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): 18136-18153 (2024) - [j48]Shilian Zheng, Jiacheng Hu, Luxin Zhang, Kunfeng Qiu, Jie Chen, Peihan Qi, Zhijin Zhao, Xiaoniu Yang:
FM-Based Positioning via Deep Learning. IEEE J. Sel. Areas Commun. 42(9): 2568-2584 (2024) - [j47]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: 1579-1593 (2024) - [j46]Shilian Zheng, Shurun Chen, Tao Chen, Zhuang Yang, Zhijin Zhao, Xiaoniu Yang:
Deep Learning-Based SNR Estimation. IEEE Open J. Commun. Soc. 5: 4778-4796 (2024) - [j45]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: 102434 (2024) - [j44]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): 3251-3255 (2024) - [j43]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): 122-137 (2024) - [j42]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): 442-453 (2024) - [j41]Ziliang Zhou, Shilian Zheng, Jie Chen, Zhijin Zhao, Xiaoniu Yang:
Speech Semantic Communication Based on Swin Transformer. IEEE Trans. Cogn. Commun. Netw. 10(3): 756-768 (2024) - [j40]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): 819-835 (2024) - [j39]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) - [j38]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): 1218-1240 (2024) - [j37]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: 3690-3702 (2024) - [j36]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): 6968-6979 (2024) - [j35]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): 7351-7356 (2024) - [j34]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) - [j33]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. IEEE Trans. Wirel. Commun. 23(9): 10698-10711 (2024) - 2023
- [j32]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): 1385-1400 (2023) - [j31]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): 54-65 (2023) - [j30]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): 189-204 (2023) - [j29]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): 13730-13748 (2023) - [j28]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: 102222 (2023) - [j27]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: 1377-1381 (2023) - [j26]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): 43-57 (2023) - [j25]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) - [j24]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): 1579-1595 (2023) - [j23]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): 881-893 (2023) - [c10]Shurun Chen, Shilian Zheng, Zhuang Yang, Tao Chen, Zhijin Zhao, Xiaoniu Yang:
Deep Learning-Based SNR Estimation with Covariance Input. ICCT 2023: 181-187 - [c9]Zhangbin Pei, Shilian Zheng, Shichuan Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang:
Deep Blind Demodulation of Binary Modulated Signals. ICCT 2023: 325-330 - [c8]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: 1-5 - [i8]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 abs/2309.16706 (2023) - [i7]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) - [i6]Tao Chen, Shilian Zheng, Jiawei Zhu, Qi Xuan, Xiaoniu Yang:
Deep Learning-Based Frequency Offset Estimation. CoRR abs/2311.16155 (2023) - 2022
- [j22]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): 1441 (2022) - [j21]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): 1-23 (2022) - [j20]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): 1177 (2022) - [j19]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) - [j18]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): 1399-1410 (2022) - [j17]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) - [j16]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): 1104-1115 (2022) - [c7]Weiguo Shen, Shilian Zheng, Shichuan Chen, Huaji Zhou, Xiaoniu Yang:
Deep Learning Based Source Number Estimation with Single-Channel Mixtures. ICC 2022: 2138-2143 - 2021
- [j15]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: 101279 (2021) - [j14]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): 5-20 (2021) - [j13]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): 21-33 (2021) - [j12]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): 524-540 (2021) - [i5]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) - [i4]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
- [c6]Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng:
Feature Explainable Deep Classification for Signal Modulation Recognition. IECON 2020: 3543-3548 - [i3]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)
2010 – 2019
- 2019
- [j11]Shilian Zheng, Peihan Qi, Shichuan Chen, Xiaoniu Yang:
Fusion Methods for CNN-Based Automatic Modulation Classification. IEEE Access 7: 66496-66504 (2019) - [j10]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: 89256-89264 (2019) - [j9]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: 175889-175896 (2019) - [j8]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): 95-101 (2019) - [c5]Jianjun Jiang, Shilian Zheng:
Joint Delay and Maintenance Optimization for Spectrum Handoff in Cognitive Radio Networks Using Binary Shuffled Frog Leaping Algorithm. ICCT 2019: 751-756 - [i2]Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang:
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification. CoRR abs/1904.09425 (2019) - [i1]Shilian Zheng, Shichuan Chen, Peihan Qi, Huaji Zhou, Xiaoniu Yang:
Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios. CoRR abs/1909.06020 (2019) - 2018
- [j7]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: 55907-55922 (2018) - 2017
- [j6]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): 6908-6920 (2017) - 2014
- [j5]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): 418-428 (2014) - [c4]Shilian Zheng, Xiaoniu Yang:
Wideband spectrum sensing based on group testing utilizing polyphase filter banks. DSP 2014: 592-596 - 2011
- [j4]Shilian Zheng, Xiaoniu Yang, Shichuan Chen, Caiyi Lou:
Target Channel Sequence Selection Scheme for Proactive-Decision Spectrum Handoff. IEEE Commun. Lett. 15(12): 1332-1334 (2011) - [c3]Zhenxing Luo, Caiyi Lou, Shichuan Chen, Shilian Zheng, Shaowei Li:
Specific primary user sensing for wireless security in IEEE 802.22 network. ISCIT 2011: 18-22 - [c2]Shilian Zheng, Xiaoniu Yang:
Wideband spectrum sensing in modulated wideband converter based cognitive radio system. ISCIT 2011: 114-119 - [c1]Shilian Zheng, Xiaoniu Yang, Caiyi Lou:
Distributed consensus algorithms for decision fusion based cooperative spectrum sensing in cognitive radio. ISCIT 2011: 217-221 - 2010
- [j3]Zhijin Zhao, Zhen Peng, Zhidong Zhao, Shilian Zheng:
Joint Power Control and Spectrum Allocation for Cognitive Radio with QoS Constraint. Commun. Netw. 2(1): 38-43 (2010)
2000 – 2009
- 2009
- [j2]Zhijin Zhao, Zhen Peng, Shilian Zheng, Junna Shang:
Cognitive radio spectrum allocation using evolutionary algorithms. IEEE Trans. Wirel. Commun. 8(9): 4421-4425 (2009) - [j1]Zhijin Zhao, Shiyu Xu, Shilian Zheng, Junna Shang:
Cognitive radio adaptation using particle swarm optimization. Wirel. Commun. Mob. Comput. 9(7): 875-881 (2009)
Coauthor Index
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last updated on 2024-11-05 20:53 CET by the dblp team
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