Han Zhang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Logistic Regression Models

Signal Reconstruction

Spectrum Sensing

Top Venues

IEEE Internet Things J.

IEEE Wirel. Commun.

Publications

Dongxu Li, Jianhao Huang, Chuan Huang, Xiaoqi Qin, Han Zhang, Ping Zhang
Fundamental Limitation of Semantic Communications: Neural Estimation for Rate-Distortion. CoRR (2024)
Ziping Wei, Han Zhang, Yang Zhang, Bin Li, Yiwen Tao, Yue Gao, Chenglin Zhao
Fast Compressed Wideband Spectrum Sensing. IEEE Trans. Veh. Technol. 73 (2) (2024)
Dongxu Li, Jianhao Huang, Chuan Huang, Xiaoqi Qin, Han Zhang
Neural Estimation for Rate- Distortion Function in Semantic Communications. GLOBECOM (Workshops) (2023)
Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan, Yue Gao
Numerical evaluation on sub-Nyquist spectrum reconstruction methods. Frontiers Comput. Sci. 17 (6) (2023)
Dan Wang, Chuan Huang, Han Zhang, Shengpei Jiang, Guowei Shi, Tengfei Li
Dynamic Clustering and Resource Allocation Using Deep Reinforcement Learning for Smart-Duplex Networks. IEEE Internet Things J. 10 (1) (2023)
Dongxu Li, Jianhao Huang, Chuan Huang, Xiaoqi Qin, Han Zhang, Ping Zhang
Fundamental Limitation of Semantic Communications: Neural Estimation for Rate-Distortion. J. Commun. Inf. Networks 8 (4) (2023)
Han Zhang, Zihang Song, Jian Yang, Yue Gao
Adversarial Autoencoder Empowered Joint Anomaly Detection and Signal Reconstruction From Sub-Nyquist Samples. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Ran Li, Chuan Huang, Han Zhang, Shengpei Jiang
Multicast Schedule for Multi-Message over Multi-Channel: A Permutation-based Wolpertinger Deep Reinforcement Learning Method. ICCC (2022)
Ran Li, Chuan Huang, Han Zhang, Shengpei Jiang
Multicast Scheduling for Multi-Message over Multi-Channel: A Permutation-based Wolpertinger Deep Reinforcement Learning Method. CoRR (2022)
Han Zhang, Jian Yang, Yue Gao
Machine Learning Empowered Spectrum Sensing Under a Sub-Sampling Framework. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Shuai Ma, Yunqi Zhang, Hang Li, Junchang Sun, Jia Shi, Han Zhang, Chao Shen, Shiyin Li
Covert Beamforming Design for Intelligent-Reflecting-Surface-Assisted IoT Networks. IEEE Internet Things J. 9 (7) (2022)
Jianhao Huang, Han Zhang, Chuan Huang, Wei Zhang
Compressed Random Access for Noncoherent Massive Machine-Type Communications With Energy Modulation. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Jianhao Huang, Han Zhang, Chuan Huang, Lian Yang, Wei Zhang
Noncoherent Massive Random Access for Inhomogeneous Networks: From Message Passing to Deep Learning. IEEE J. Sel. Areas Commun. 40 (5) (2022)
Zihang Song, Jian Yang, Han Zhang, Yue Gao
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal. IEEE Trans. Signal Process. 70 (2022)
Yue Gao, Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan
Sub-Nyquist spectrum sensing and learning challenge. Frontiers Comput. Sci. 15 (4) (2021)
Han Zhang, Ruisi He, Bo Ai, Shuguang Cui, Haoxiang Zhang
Measuring Sparsity of Wireless Channels. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Chenfei Ma, Weiyu Guo, Han Zhang, Oluwarotimi Williams Samuel, Xiaopeng Ji, Lisheng Xu, Guanglin Li
A Novel and Efficient Feature Extraction Method for Deep Learning Based Continuous Estimation. IEEE Robotics Autom. Lett. 6 (4) (2021)
Wei Guo, Han Zhang, Chuan Huang
Energy Efficiency of Two-Way Communications Under Various Duplex Modes. IEEE Internet Things J. 8 (3) (2021)
Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding
From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation. CoRR (2020)
Bo Ai, Ruisi He, Han Zhang, Mi Yang, Zhangfeng Ma, Guiqi Sun, Zhangdui Zhong
Feeder Communication for Integrated Networks. IEEE Wirel. Commun. 27 (6) (2020)
Jianhao Huang, Han Zhang, Chuan Huang, Wei Zhang
Compressed Multiple Random Access with Energy Modulation. GLOBECOM (2020)
Linsong Du, Han Zhang, Chuan Huang
Multicast Transmissions With Full-Duplex Amplify-and-Forward User Cooperation. IEEE Access 8 (2020)
Jianhao Huang, Muhang Lan, Han Zhang, Chuan Huang, Wei Zhang, Shuguang Cui
Design of Noncoherent Communications: From Statistical Method to Machine Learning. IEEE Wirel. Commun. 27 (1) (2020)
Linsong Du, Han Zhang, Chuan Huang
Multicast Transmissions with Full-Duplex Amplify-and-Forward Receiver Cooperations. ICC (2020)
Han Zhang, Muhang Lan, Jianhao Huang, Chuan Huang, Shuguang Cui
Noncoherent Energy-Modulated Massive SIMO in Multipath Channels: A Machine Learning Approach. IEEE Internet Things J. 7 (9) (2020)
Muhang Lan, Jianhao Huang, Han Zhang, Chuan Huang
Design of Energy Modulation Massive SIMO Transceivers via Machine Learning. GLOBECOM (2020)
Muhang Lan, Jianhao Huang, Han Zhang, Chuan Huang
Design of energy modulation massive SIMO transceivers via machine learning. J. Commun. Inf. Networks 5 (3) (2020)
Han Zhang, Bo Ai, Wenjun Xu, Easton Li Xu, Shuguang Cui
Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine. IEEE Trans. Veh. Technol. 68 (7) (2019)
Kezhong Zhang, Li Xu, Yueyan Zhang, Han Zhang, Zhiyong Feng
Automatic Modulation Classification with Gaussian Distributed Frequency Offset. ICCC (2018)
Li Xu, Kezhong Zhang, Yueyan Zhang, Han Zhang, Zhiyong Feng
A Novel Sparse Extreme Learning Machine based Classifier. ICCC (2018)
Kezhong Zhang, Easton Li Xu, Han Zhang, Zhiyong Feng, Shuguang Cui
Data Driven Automatic Modulation Classification via Dictionary Learning. IEEE Wirel. Commun. Lett. 7 (4) (2018)
Songyang Zhang, Han Zhang, Hang Li, Shuguang Cui
Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex Systems. Allerton (2018)
Han Zhang, Bo Ai, Wenjun Xu, Li Xu, Shuguang Cui
MIMO Channel Interpolation via Tucker Decomposed Extreme Learning Machine. CoRR (2018)
Easton Li Xu, Xiaoning Qian, Qilian Yu, Han Zhang, Shuguang Cui
Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application. BCB (2017)