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ORCIDGuan Gui
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- affiliation: Nanjing University of Posts and Telecommunications, College of Telecommunication and Information Engineering, China
- affiliation (former): Akita Prefectural University, Japan
- affiliation (former): Tohoku University, Sendai, Japan
- affiliation (PhD 2012): University of Electronic Science and Technology of China, Chengdu, China
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2020 – today
- 2022
[j222]Segun I. Popoola
, Ruth Ande, Bamidele Adebisi, Guan Gui, Mohammad Hammoudeh, Olamide Jogunola:
Federated Deep Learning for Zero-Day Botnet Attack Detection in IoT-Edge Devices. IEEE Internet Things J. 9(5): 3930-3944 (2022)- [j221]Cheng Cheng, Liang Guo, Tong Wu, Jinlong Sun, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
Machine-Learning-Aided Trajectory Prediction and Conflict Detection for Internet of Aerial Vehicles. IEEE Internet Things J. 9(8): 5882-5894 (2022) - [j220]Xingzhi Chang, Wei Liu, Chuan Zhu, Xiaohua Zou, Guan Gui:
Bilayer Markov Random Field Method for Detecting Defects in Patterned Fabric. J. Circuits Syst. Comput. 31(3): 2250058:1-2250058:24 (2022) - [j219]Yiyang Ni, Xiaoqing Li, Haitao Zhao, Jie Yang, Wenchao Xia, Guan Gui:
An effective hybrid V2V/V2I transmission latency method based on LSTM neural network. Phys. Commun. 51: 101562 (2022) - [j218]Wenmei Li, Huaihuai Chen, Qing Liu, Haiyan Liu, Yu Wang, Guan Gui:
Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification. Remote. Sens. 14(9): 2215 (2022) - [j217]Anand Kumar, Sudhan Majhi, Guan Gui, Hsiao-Chun Wu, Chau Yuen:
A Survey of Blind Modulation Classification Techniques for OFDM Signals. Sensors 22(3): 1020 (2022) - [j216]Tiantian Tang, Donglai Jiao, Tao Chen, Guan Gui:
Medium- and Long-Term Precipitation Forecasting Method Based on Data Augmentation and Machine Learning Algorithms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1000-1011 (2022) - [j215]Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi:
Lightweight Automatic Modulation Classification Based on Decentralized Learning. IEEE Trans. Cogn. Commun. Netw. 8(1): 57-70 (2022) - [j214]Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi:
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition. IEEE Trans. Cogn. Commun. Netw. 8(1): 86-96 (2022) - [j213]Yuchao Chen, Jinlong Sun, Yun Lin, Guan Gui, Hikmet Sari:
Hybrid N-Inception-LSTM-Based Aircraft Coordinate Prediction Method for Secure Air Traffic. IEEE Trans. Intell. Transp. Syst. 23(3): 2773-2783 (2022) - [j212]Haitao Zhao, Jiawen Tang, Bamidele Adebisi, Tomoaki Ohtsuki, Guan Gui, Hongbo Zhu:
An Adaptive Vehicle Clustering Algorithm Based on Power Minimization in Vehicular Ad-Hoc Networks. IEEE Trans. Veh. Technol. 71(3): 2939-2948 (2022) - [j211]Pengyu Wang, Yufan Cheng, Binhong Dong, Guan Gui:
Binary Neural Networks for Wireless Interference Identification. IEEE Wirel. Commun. Lett. 11(1): 23-27 (2022) - [j210]Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin:
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure. IEEE Wirel. Commun. Lett. 11(3): 543-547 (2022) - [i40]Yibin Zhang, Jinlong Sun, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
A Novel Channel Identification Architecture for mmWave Systems Based on Eigen Features. CoRR abs/2204.05052 (2022) - [i39]Shaokai Hu, Hao Huang, Guan Gui, Hikmet Sari:
An Analysis of the Power Imbalance on the Uplink of Power-Domain NOMA. CoRR abs/2205.02981 (2022) - [i38]Yunyi Li, Yiqiu Jiang, Hengmin Zhang, Jianxun Liu, Xiangling Ding, Guan Gui:
Nonconvex L1/2-Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction. CoRR abs/2205.07185 (2022) - 2021
- [j209]Segun I. Popoola, Bamidele Adebisi, Mohammad Hammoudeh, Haris Gacanin, Guan Gui:
Stacked recurrent neural network for botnet detection in smart homes. Comput. Electr. Eng. 92: 107039 (2021) - [j208]Zhuangzhuang Li, Wenmei Li, Yan Wei, Guan Gui, Rongrong Zhang, Haiyan Liu, Yuchen Chen, Yiqiu Jiang:
Deep learning based automatic diagnosis of first-episode psychosis, bipolar disorder and healthy controls. Comput. Medical Imaging Graph. 89: 101882 (2021) - [j207]Yongjun Xu, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
A Survey on Resource Allocation for 5G Heterogeneous Networks: Current Research, Future Trends, and Challenges. IEEE Commun. Surv. Tutorials 23(2): 668-695 (2021) - [j206]Fengxiao Tang, Bomin Mao, Nei Kato, Guan Gui:
Comprehensive Survey on Machine Learning in Vehicular Network: Technology, Applications and Challenges. IEEE Commun. Surv. Tutorials 23(3): 2027-2057 (2021) - [j205]Yue Xiu, Jun Zhao, Chau Yuen, Zhongpei Zhang, Guan Gui:
Secure Beamforming for Multiple Intelligent Reflecting Surfaces Aided mmWave Systems. IEEE Commun. Lett. 25(2): 417-421 (2021) - [j204]Jie Wang, Miao Liu, Jinlong Sun, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Multiple Unmanned-Aerial-Vehicles Deployment and User Pairing for Nonorthogonal Multiple Access Schemes. IEEE Internet Things J. 8(3): 1883-1895 (2021) - [j203]Olamide Jogunola, Bamidele Adebisi, Augustine Ikpehai, Segun I. Popoola, Guan Gui, Haris Gacanin, Song Ci:
Consensus Algorithms and Deep Reinforcement Learning in Energy Market: A Review. IEEE Internet Things J. 8(6): 4211-4227 (2021) - [j202]Segun I. Popoola, Bamidele Adebisi, Mohammad Hammoudeh, Guan Gui, Haris Gacanin:
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks. IEEE Internet Things J. 8(6): 4944-4956 (2021) - [j201]Zhuolei Xiao, Ya Wang, Guan Gui:
Smoothed amplitude flow-based phase retrieval algorithm. J. Frankl. Inst. 358(14): 7270-7285 (2021) - [j200]Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Octavia A. Dobre, H. Vincent Poor:
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression. IEEE J. Sel. Areas Commun. 39(8): 2305-2317 (2021) - [j199]Juan Wang, Guan Gui, Hikmet Sari:
Generalized automatic modulation recognition method based on distributed learning in the presence of data mismatch problem. Phys. Commun. 48: 101428 (2021) - [j198]Liang Guo, Shaopeng Wang, Jie Yin, Yu Wang, Jie Yang, Guan Gui:
Federated user activity analysis via network traffic and deep neural network in mobile wireless networks. Phys. Commun. 48: 101438 (2021) - [j197]Hanyue Dai, Miao Liu, Jie Yang, Jinlong Sun, Guan Gui, Hikmet Sari:
A weighted-beam-superposition method for mmWave massive MIMO-NOMA systems. Phys. Commun. 49: 101488 (2021) - [j196]Hua Shi, Ronghua Luo, Guan Gui:
Joint offloading and energy optimization for wireless powered mobile edge computing under nonlinear EH Model. Peer-to-Peer Netw. Appl. 14(4): 2248-2261 (2021) - [j195]Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari:
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems. IEEE Trans. Cogn. Commun. Netw. 7(4): 1253-1265 (2021) - [j194]Jie Wang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
Compressive Sampled CSI Feedback Method Based on Deep Learning for FDD Massive MIMO Systems. IEEE Trans. Commun. 69(9): 5873-5885 (2021) - [j193]Wenjuan Shi, Yanjing Sun, Miao Liu, Hua Xu, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi:
Joint UL/DL Resource Allocation for UAV-Aided Full-Duplex NOMA Communications. IEEE Trans. Commun. 69(12): 8474-8487 (2021) - [j192]Yongjun Xu, Guan Gui, Tomoaki Ohtsuki, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi:
Robust Resource Allocation for Two-Tier HetNets: An Interference-Efficiency Perspective. IEEE Trans. Green Commun. Netw. 5(3): 1514-1528 (2021) - [j191]Yue Yin, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Cross-Layer Resource Allocation for UAV-Assisted Wireless Caching Networks With NOMA. IEEE Trans. Veh. Technol. 70(4): 3428-3438 (2021) - [j190]Yu Wang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi:
Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions. IEEE Trans. Wirel. Commun. 20(6): 3587-3596 (2021) - [j189]Yue Xiu, Jun Zhao, Wei Sun, Marco Di Renzo, Guan Gui, Zhongpei Zhang, Ning Wei:
Reconfigurable Intelligent Surfaces Aided mmWave NOMA: Joint Power Allocation, Phase Shifts, and Hybrid Beamforming Optimization. IEEE Trans. Wirel. Commun. 20(12): 8393-8409 (2021) - [j188]Jinlong Sun, Guan Gui, Hikmet Sari, Haris Gacanin, Fumiyuki Adachi:
Aviation Data Lake: Using Side Information to Enhance Future Air-Ground Vehicle Networks. IEEE Veh. Technol. Mag. 16(1): 40-48 (2021) - [j187]Yue Yin, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
QoS-Oriented Dynamic Power Allocation in NOMA-Based Wireless Caching Networks. IEEE Wirel. Commun. Lett. 10(1): 82-86 (2021) - [j186]Yibin Zhang, Jie Wang, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi:
CV-3DCNN: Complex-Valued Deep Learning for CSI Prediction in FDD Massive MIMO Systems. IEEE Wirel. Commun. Lett. 10(2): 266-270 (2021) - [j185]Yongjun Xu, Zhijin Qin, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Energy Efficiency Maximization in NOMA Enabled Backscatter Communications With QoS Guarantee. IEEE Wirel. Commun. Lett. 10(2): 353-357 (2021) - [j184]Yue Xiu, Jun Zhao, Ertugrul Basar, Marco Di Renzo, Wei Sun, Guan Gui, Ning Wei:
Uplink Achievable Rate Maximization for Reconfigurable Intelligent Surface Aided Millimeter Wave Systems With Resolution-Adaptive ADCs. IEEE Wirel. Commun. Lett. 10(8): 1608-1612 (2021) - [j183]Ruijie Zhao, Jie Yin, Zhi Xue, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari:
An Efficient Intrusion Detection Method Based on Dynamic Autoencoder. IEEE Wirel. Commun. Lett. 10(8): 1707-1711 (2021) - [j182]Weihao Hou, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki, Ahmet M. Elbir, Haris Gacanin, Hikmet Sari:
Federated Learning for DL-CSI Prediction in FDD Massive MIMO Systems. IEEE Wirel. Commun. Lett. 10(8): 1810-1814 (2021) - [j181]Xuan Song, Jun Wang, Jie Wang, Guan Gui, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari:
SALDR: Joint Self-Attention Learning and Dense Refine for Massive MIMO CSI Feedback With Multiple Compression Ratio. IEEE Wirel. Commun. Lett. 10(9): 1899-1903 (2021) - [j180]Yibin Zhang, Jinlong Sun, Guan Gui, Haris Gacanin, Hikmet Sari:
A Generalized Channel Dataset Generator for 5G New Radio Systems Based on Ray-Tracing. IEEE Wirel. Commun. Lett. 10(11): 2402-2406 (2021) - [c131]Xiao Chen, Miao Liu, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
Complex Deep Neural Network Based Intelligent Signal Detection Methods for OFDM-IM Systems. EuCNC/6G Summit 2021: 90-94 - [c130]Xiao Chen, Hao Huang, Guan Gui, Hikmet Sari:
Analysis and Compensation of Spatial Correlation in Data Transmission Using RIS. GLOBECOM 2021: 1-6 - [c129]Yakubu Tsado, Olamide Jogunola, Raheel Nawaz, Guan Gui, Bamidele Adebisi:
Quantifying Self-consumption and Flexibility Provision through Battery Storage, a Deep Reinforcement Learning Approach. ICFNDS 2021: 633-640 - [c128]Yue Yin, Miao Liu, Guan Gui, Hikmet Sari:
Resource Allocation for UAV-Assisted MIMO-NOMA Wireless Caching Networks. QRS Companion 2021: 1006-1010 - [c127]Yuzhi Zhou, Jinlong Sun, Jie Yang, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
Side Information-Aided Handover Strategy for Air-Ground Integrated Vehicular Networks. QRS Companion 2021: 1011-1016 - [c126]Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin:
Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems. VTC Fall 2021: 1-5 - [c125]Yuxin Ji, Guohua Zhang, Jiawei Huang, Jie Yang, Guan Gui, Hikmet Sari:
Deep Learning for Adaptive Modulation and Coding with Payload Length in Vehicle-to-Vehicle Communications Systems. VTC Fall 2021: 1-5 - [c124]Xiao Lu, Mengyuan Tao, Xue Fu, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari:
Lightweight Network Design Based on ResNet Structure for Modulation Recognition. VTC Fall 2021: 1-5 - [c123]Segun I. Popoola, Guan Gui, Bamidele Adebisi, Mohammad Hammoudeh, Haris Gacanin:
Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks. VTC Fall 2021: 1-6 - [c122]Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi:
Downlink Channel State Information Limited Feedback Using Fully Convolutional Network. WCNC 2021: 1-5 - [c121]Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi:
Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications. WCNC 2021: 1-6 - [c120]Yuting Wang, Yibin Zhang, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi:
A Novel Compression CSI Feedback based on Deep Learning for FDD Massive MIMO Systems. WCNC 2021: 1-5 - [c119]Xun Wei, Wang Luo, Xi-Xi Zhang, Jie Yang, Guan Gui, Tomoaki Ohtsuki:
Differentiable Architecture Search-Based Automatic Modulation Classification. WCNC 2021: 1-6 - [c118]Yue Xiu, Wei Sun, Jiao Wu, Guan Gui, Ning Wei, Zhongpei Zhang:
Sum-Rate Maximization in Distributed Intelligent Reflecting Surfaces-Aided mmWave Communications. WCNC 2021: 1-6 - [c117]Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi:
Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback. WCNC 2021: 1-5 - [c116]Ruijie Zhao, Zhaojie Li, Zhi Xue, Tomoaki Ohtsuki, Guan Gui:
A Novel Approach based on Lightweight Deep Neural Network for Network Intrusion Detection. WCNC 2021: 1-6 - [c115]Jie Wang, Weiqing Mu, Yanan Liu, Lantu Guo, Shaofeng Zhang, Guan Gui:
Deep Reinforcement Learning-based Satellite Handover Scheme for Satellite Communications. WCSP 2021: 1-6 - [c114]Haofei Li, Chen Chen, Cong Li, Lei Liu, Guan Gui:
Aerial Computing Offloading by Distributed Deep Learning in Collaborative Satellite-terrestrial Networks. WCSP 2021: 1-6 - [c113]Haitao Zhao, Xiaoqing Li, Jie Yang, Yiyang Ni, Wenchao Xia, Guan Gui:
Long Short-term Memory-based Hybrid V2V/V2I Transmission Latency Method. WCSP 2021: 1-6 - 2020
- [j179]Leilei Zhou, Zuoheng Zhang, Xindao Yin, Hongbing Jiang, Jie Wang, Guan Gui, Yu-Chen Chen, Jin-Xia Zheng:
Transfer Learning-Based DCE-MRI Method for Identifying Differentiation Between Benign and Malignant Breast Tumors. IEEE Access 8: 17527-17534 (2020) - [j178]Jie Shi, Sheng Hong, Changxin Cai, Yu Wang, Hao Huang, Guan Gui:
Deep Learning-Based Automatic Modulation Recognition Method in the Presence of Phase Offset. IEEE Access 8: 42841-42847 (2020) - [j177]Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Hikmet Sari, Fumiyuki Adachi:
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(2): 231-239 (2020) - [j176]Xiaochuan Sun, Shuhao Ma, Yingqi Li, Duo Wang, Zhigang Li, Ning Wang, Guan Gui:
Enhanced Echo-State Restricted Boltzmann Machines for Network Traffic Prediction. IEEE Internet Things J. 7(2): 1287-1297 (2020) - [j175]Miao Liu, Guan Gui, Nan Zhao, Jinlong Sun, Haris Gacanin, Hikmet Sari:
UAV-Aided Air-to-Ground Cooperative Nonorthogonal Multiple Access. IEEE Internet Things J. 7(4): 2704-2715 (2020) - [j174]Fangqing Wen, Juan Wang, Junpeng Shi, Guan Gui:
Auxiliary Vehicle Positioning Based on Robust DOA Estimation With Unknown Mutual Coupling. IEEE Internet Things J. 7(6): 5521-5532 (2020) - [j173]Xiaochuan Sun, Yingqi Li, Ning Wang, Zhigang Li, Miao Liu, Guan Gui:
Toward Self-Adaptive Selection of Kernel Functions for Support Vector Regression in IoT-Based Marine Data Prediction. IEEE Internet Things J. 7(10): 9943-9952 (2020) - [j172]Tian Zhou, Yunyi Li, Guan Gui:
Noise learning based discriminative dictionary learning algorithm for image classification. J. Frankl. Inst. 357(4): 2492-2513 (2020) - [j171]Yunyi Li, Li Liu, Yu Zhao, Xiefeng Cheng, Guan Gui:
Nonconvex nonsmooth low-rank minimization for generalized image compressed sensing via group sparse representation. J. Frankl. Inst. 357(10): 6370-6405 (2020) - [j170]Ali Al Khansa, Xiao Chen, Yue Yin, Guan Gui, Hikmet Sari:
Performance analysis of Power-Domain NOMA and NOMA-2000 on AWGN and Rayleigh fading channels. Phys. Commun. 43: 101185 (2020) - [j169]Zhichao Lyu, Yu Wang, Wenmei Li, Liang Guo, Jie Yang, Jinlong Sun, Miao Liu, Guan Gui:
Robust automatic modulation classification based on convolutional and recurrent fusion network. Phys. Commun. 43: 101213 (2020) - [j168]Jie Wang, Fei Dai, Jie Yang, Guan Gui:
Efficient combination policies for diffusion adaptive networks. Peer-to-Peer Netw. Appl. 13(1): 123-136 (2020) - [j167]Zhenzhen Yang, Lu Fan, Yongpeng Yang, Zhen Yang, Guan Gui:
Generalized nuclear norm and Laplacian scale mixture based low-rank and sparse decomposition for video foreground-background separation. Signal Process. 172: 107527 (2020) - [j166]Yunyi Li, Guan Gui, Xiefeng Cheng:
From group sparse coding to rank minimization: A novel denoising model for low-level image restoration. Signal Process. 176: 107655 (2020) - [j165]Wenmei Li, Ziteng Wang, Yu Wang, Jiaqi Wu, Juan Wang, Yan Jia, Guan Gui:
Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1986-1995 (2020) - [j164]Yu Zhao, Yue Yin, Guan Gui:
Lightweight Deep Learning Based Intelligent Edge Surveillance Techniques. IEEE Trans. Cogn. Commun. Netw. 6(4): 1146-1154 (2020) - [j163]Xiaowei Pang, Guan Gui, Nan Zhao, Weile Zhang, Yunfei Chen, Zhiguo Ding, Fumiyuki Adachi:
Uplink Precoding Optimization for NOMA Cellular-Connected UAV Networks. IEEE Trans. Commun. 68(2): 1271-1283 (2020) - [j162]Xiangbin Yu, Yaping Hu, Guan Gui, Shu-Hung Leung, WeiYe Xu, Qiyishu Li:
Performance Analysis of Uplink Massive Multiuser SM-MIMO System With Imperfect Channel State Information. IEEE Trans. Commun. 68(10): 6200-6214 (2020) - [j161]Guan Gui, Fan Liu, Jinlong Sun, Jie Yang, Ziqi Zhou, Dongxu Zhao:
Flight Delay Prediction Based on Aviation Big Data and Machine Learning. IEEE Trans. Veh. Technol. 69(1): 140-150 (2020) - [j160]Hao Huang, Yang Peng, Jie Yang, Wenchao Xia, Guan Gui:
Fast Beamforming Design via Deep Learning. IEEE Trans. Veh. Technol. 69(1): 1065-1069 (2020) - [j159]Yu Wang, Jie Yang, Miao Liu, Guan Gui:
LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing. IEEE Trans. Veh. Technol. 69(3): 3491-3495 (2020) - [j158]Bowen Wang, Yanjing Sun, Nan Zhao, Guan Gui:
Learn to Coloring: Fast Response to Perturbation in UAV-Assisted Disaster Relief Networks. IEEE Trans. Veh. Technol. 69(3): 3505-3509 (2020) - [j157]Feng Tian, Yue Yu, Xu Yuan, Bin Lyu, Guan Gui:
Predicted Decoupling for Coexistence Between WiFi and LTE in Unlicensed Band. IEEE Trans. Veh. Technol. 69(4): 4130-4141 (2020) - [j156]Jinlong Sun, Juan Wang, Liang Guo, Jie Yang, Guan Gui:
Adaptive Deep Learning Aided Digital Predistorter Considering Dynamic Envelope. IEEE Trans. Veh. Technol. 69(4): 4487-4491 (2020) - [j155]Yu Wang, Juan Wang, Wei Zhang, Jie Yang, Guan Gui:
Deep Learning-Based Cooperative Automatic Modulation Classification Method for MIMO Systems. IEEE Trans. Veh. Technol. 69(4): 4575-4579 (2020) - [j154]Guan Gui, Ziqi Zhou, Juan Wang, Fan Liu, Jinlong Sun:
Machine Learning Aided Air Traffic Flow Analysis Based on Aviation Big Data. IEEE Trans. Veh. Technol. 69(5): 4817-4826 (2020) - [j153]Yu Wang, Jie Gui, Yue Yin, Juan Wang, Jinlong Sun, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Automatic Modulation Classification for MIMO Systems via Deep Learning and Zero-Forcing Equalization. IEEE Trans. Veh. Technol. 69(5): 5688-5692 (2020) - [j152]Peishun Yan, Jie Yang, Miao Liu, Jinlong Sun, Guan Gui:
Secrecy Outage Analysis of Transmit Antenna Selection Assisted With Wireless Power Beacon. IEEE Trans. Veh. Technol. 69(7): 7473-7482 (2020) - [j151]Yingqi Li, Juan Wang, Xiaochuan Sun, Zhigang Li, Miao Liu, Guan Gui:
Smoothing-Aided Support Vector Machine Based Nonstationary Video Traffic Prediction Towards B5G Networks. IEEE Trans. Veh. Technol. 69(7): 7493-7502 (2020) - [j150]Yutao Lu, Juan Wang, Miao Liu, Kaixuan Zhang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi:
Semi-Supervised Machine Learning Aided Anomaly Detection Method in Cellular Networks. IEEE Trans. Veh. Technol. 69(8): 8459-8467 (2020) - [j149]Yiwei Sun, Zhen Gao, Hua Wang, Byonghyo Shim, Guan Gui, Guoqiang Mao, Fumiyuki Adachi:
Principal Component Analysis-Based Broadband Hybrid Precoding for Millimeter-Wave Massive MIMO Systems. IEEE Trans. Wirel. Commun. 19(10): 6331-6346 (2020) - [j148]Hongji Huang, Song Guo, Guan Gui, Zhen Yang, Jianhua Zhang, Hikmet Sari, Fumiyuki Adachi:
Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions. IEEE Wirel. Commun. 27(1): 214-222 (2020) - [j147]Guan Gui, Miao Liu, Fengxiao Tang, Nei Kato, Fumiyuki Adachi:
6G: Opening New Horizons for Integration of Comfort, Security, and Intelligence. IEEE Wirel. Commun. 27(5): 126-132 (2020) - [j146]Jinlong Sun, Fan Liu, Yuzhi Zhou, Guan Gui, Tomoaki Ohtsuki, Song Guo, Fumiyuki Adachi:
Surveillance Plane Aided Air-Ground Integrated Vehicular Networks: Architectures, Applications, and Potential. IEEE Wirel. Commun. 27(6): 122-128 (2020) - [j145]Yongjun Xu, Guan Gui:
Optimal Resource Allocation for Wireless Powered Multi-Carrier Backscatter Communication Networks. IEEE Wirel. Commun. Lett. 9(8): 1191-1195 (2020) - [j144]Yu Wang, Liang Guo, Yu Zhao, Jie Yang, Bamidele Adebisi, Haris Gacanin, Guan Gui:
Distributed Learning for Automatic Modulation Classification in Edge Devices. IEEE Wirel. Commun. Lett. 9(12): 2177-2181 (2020) - [c112]Quan Chen, Xi-Xi Zhang, Yu Chen, Wei Jiang, Guan Gui, Hikmet Sari:
Deep Learning-Based Automatic Safety Detection System for Crack Detection. DSA 2020: 190-194 - [c111]Yuzhi Zhou, Xi-Xi Zhang, Jinlong Sun, Jie Yang, Guan Gui:
Implementation of Mesh Flying Ad-hoc Network For Emergency Communication Systems. DSA 2020: 299-304 - [c110]Wei Jiang, Tianliang Liu, Yu Chen, Quan Chen, Xi-Xi Zhang, Guan Gui:
Lightweight Convolutional Neural Network-Based Method for Crane Safety Inspection. DSA 2020: 324-329 - [c109]Li Liu, Peipei Yang, Tian Zhou, Yunyi Li, Wenmei Li, Guan Gui:
Nonon-Convex Low-Rank Minimization for Sparse-View CT Reconstruction via Nonlocal-Group Dictionary Learning. DSA 2020: 343-348