2024
Unsupervised Spectrum Anomaly Detection With Distillation and Memory Enhanced Autoencoders.
IEEE Internet Things J., December, 2024
FM-Based Positioning via Deep Learning.
IEEE J. Sel. Areas Commun., September, 2024
Adversarial Defense Embedded Waveform Design for Reliable Communication in the Physical Layer.
IEEE Internet Things J., May, 2024
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks.
IEEE Trans. Cogn. Commun. Netw., February, 2024
Analog Circuit Design of Normalized Bistable Stochastic Resonance Model and Its Application in Weak Signal Processing.
Proceedings of the International Conference on Networking and Network Applications, 2024
2023
Collaborative and Incremental Learning for Modulation Classification With Heterogeneous Local Dataset in Cognitive IoT.
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.
IEEE Trans. Cogn. Commun. Netw., June, 2023
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System.
IEEE J. Sel. Top. Signal Process., January, 2023
Adaptive bistable stochastic resonance based blind watermark extraction in discrete cosine transform domain.
IET Image Process., 2023
2022
Detection Tolerant Black-Box Adversarial Attack Against Automatic Modulation Classification With Deep Learning.
IEEE Trans. Reliab., 2022
Covert Wireless Communication With Noise Uncertainty in Space-Air-Ground Integrated Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022
Parallel Frequency Function-Deep Neural Network for Efficient Approximation of Complex Broadband Signals.
Sensors, 2022
Electromagnetic Spectrum Allocation Method for Multi-Service Irregular Frequency-Using Devices in the Space-Air-Ground Integrated Network.
Sensors, 2022
2021
Covert Wireless Communication With Spectrum Mask in Internet of Things Networks.
IEEE Trans. Commun., 2021
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information.
IEEE Trans. Cogn. Commun. Netw., 2021
Performance analysis of spectrum sensing schemes based on energy detector in generalized Gaussian noise.
Signal Process., 2021
Multiple High-Order Cumulants-Based Spectrum Sensing in Full-Duplex-Enabled Cognitive IoT Networks.
IEEE Internet Things J., 2021
Parallel frequency function-deep neural network for efficient complex broadband signal approximation.
CoRR, 2021
Resource Allocation for Covert Wireless Transmission in UAV Communication Networks.
Proceedings of the IEEE Global Communications Conference, 2021
Capability Analysis Method for Electromagnetic Spectrum.
Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021
2020
On the Anti-Interference Tolerance of Cognitive Frequency Hopping Communication Systems.
IEEE Trans. Reliab., 2020
The MDHC Detection Scheme for Full-Duplex Enabled Spectrum Sharing System.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
2019
SVM-Based Sea-Surface Small Target Detection: A False-Alarm-Rate-Controllable Approach.
IEEE Geosci. Remote. Sens. Lett., 2019
Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios.
CoRR, 2019
Fusion Methods for CNN-Based Automatic Modulation Classification.
IEEE Access, 2019
Wideband Spectrum Sensing Based on Bidirectional Decision of Normalized Spectrum for Cognitive Radio Networks.
IEEE Access, 2019
A Cooperative Spectrum Sensing Scheme in Malicious Cognitive Radio Networks.
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
2018
Blind Sub-Nyquist Spectrum Sensing With Modulated Wideband Converter.
IEEE Trans. Veh. Technol., 2018
Improved cooperative spectrum sensing model based on machine learning for cognitive radio networks.
IET Commun., 2018
2017
Predecision for Wideband Spectrum Sensing With Sub-Nyquist Sampling.
IEEE Trans. Veh. Technol., 2017
Comparison results of stochastic resonance effects realised by coherent and non-coherent receivers under Gaussian noise.
IET Commun., 2017
Random, Persistent, and Adaptive Spectrum Sensing Strategies for Multiband Spectrum Sensing in Cognitive Radio Networks With Secondary User Hardware Limitation.
IEEE Access, 2017
Residual correlation matrix detection based blind sub-Nyquist spectrum sensing for cognitive radio networks.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017
Measuring the Complexity of Chaotic Time Series by Fuzzy Entropy.
Proceedings of the International Conference on Future Networks and Distributed Systems, 2017
High order cumulants based spectrum sensing and power recognition in hybrid interweave-underlay spectrum access.
Proceedings of the IEEE International Conference on Communications, 2017
2016
Energy-Efficient Optimal Power Allocation for Fading Cognitive Radio Channels: Ergodic Capacity, Outage Capacity, and Minimum-Rate Capacity.
IEEE Trans. Wirel. Commun., 2016
Maximum-Eigenvalue-Based Sensing and Power Recognition for Multiantenna Cognitive Radio System.
IEEE Trans. Veh. Technol., 2016
A Novel Method for Wireless Communication Signal Modulation Recognition in Smart Grid.
J. Commun., 2016
Measurement Matrix Calibration Method for Modulated Wideband Converter under Imperfect Periodic Pseudorandom Waveform.
J. Commun., 2016
Feasibly efficient cooperative spectrum sensing scheme based on Cholesky decomposition of the correlation matrix.
IET Commun., 2016
2015
Adaptive secondary-user selection without prior information for cooperative spectrum sensing in CRNs.
Proceedings of the International Conference on Computer, 2015
A robust spectrum sensing scheme based on multiple antennas for cognitive radios.
Proceedings of the International Conference on Computer, 2015
2014
A Robust Cooperative Spectrum Sensing Method in Cognitive Radio Networks.
IEEE Commun. Lett., 2014
A Novel Sequential Spectrum Sensing Method via Stochastic Resonance.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014
2013
Effective bias reduction methods for passive source localization using TDOA and GROA.
Sci. China Inf. Sci., 2013
2012
Performance analysis of adaptive modulation in cognitive relay networks with interference constraints.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012