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ORCIDGuan Gui
Person information
- 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
- 2024
[j265]Chao Liu, Xue Fu, Yu Wang, Lantu Guo, Yuchao Liu, Yun Lin, Haitao Zhao, Guan Gui:
Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation. IEEE Trans. Inf. Forensics Secur. 19: 500-513 (2024)- 2023
- [j264]Yunyi Li
, Long Gao, Shigang Hu, Guan Gui, Chaoyang Chen:
Nonlocal low-rank plus deep denoising prior for robust image compressed sensing reconstruction. Expert Syst. Appl. 228: 120456 (2023) - [j263]Mian Wang, Cong'an Xu, Yun Lin, Zhiyi Lu, Jinlong Sun, Guan Gui:
A Distributed Sensor System Based on Cloud-Edge-End Network for Industrial Internet of Things. Future Internet 15(5): 171 (2023) - [j262]Zhisheng Yao, Xue Fu, Lantu Guo, Yu Wang, Yun Lin, Shengnan Shi, Guan Gui:
Few-Shot Specific Emitter Identification Using Asymmetric Masked Auto-Encoder. IEEE Commun. Lett. 27(10): 2657-2661 (2023) - [j261]Haitao Zhao, Bangning Xu, Hao Huang, Qin Wang, Chun Zhu, Guan Gui:
Energy efficient power allocation for ultra-reliable and low-latency communications via unsupervised learning. IET Commun. 17(9): 1048-1058 (2023) - [j260]Fangqing Wen, Junpeng Shi, Guan Gui, Haris Gacanin, Octavia A. Dobre:
3-D Positioning Method for Anonymous UAV Based on Bistatic Polarized MIMO Radar. IEEE Internet Things J. 10(1): 815-827 (2023) - [j259]Yufan Chen, Lei Zhu, Changhua Yao, Guan Gui, Lu Yu:
Global Context-Based Threshold Strategy for Drone Identification Under the Low SNR Condition. IEEE Internet Things J. 10(2): 1332-1346 (2023) - [j258]Ruijie Zhao, Yijun Wang, Zhi Xue, Tomoaki Ohtsuki, Bamidele Adebisi, Guan Gui:
Semisupervised Federated-Learning-Based Intrusion Detection Method for Internet of Things. IEEE Internet Things J. 10(10): 8645-8657 (2023) - [j257]Xue Fu, Yang Peng, Yuchao Liu, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training. IEEE Internet Things J. 10(12): 10778-10789 (2023) - [j256]Yibin Zhang, Yang Peng, Jinlong Sun, Guan Gui, Yun Lin, Shiwen Mao:
GPU-Free Specific Emitter Identification Using Signal Feature Embedded Broad Learning. IEEE Internet Things J. 10(14): 13028-13039 (2023) - [j255]Yang Peng, Changbo Hou, Yibin Zhang, Yun Lin, Guan Gui, Haris Gacanin, Shiwen Mao, Fumiyuki Adachi:
Supervised Contrastive Learning for RFF Identification With Limited Samples. IEEE Internet Things J. 10(19): 17293-17306 (2023) - [j254]Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin:
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning. IEEE Internet Things J. 10(19): 17490-17499 (2023) - [j253]Xue Fu, Shengnan Shi, Yu Wang, Yun Lin, Guan Gui, Octavia A. Dobre, Shiwen Mao:
Semi-Supervised Specific Emitter Identification via Dual Consistency Regularization. IEEE Internet Things J. 10(21): 19257-19269 (2023) - [j252]Fangqing Wen, Dong Ren, Xixi Zhang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi:
Fast Localizing for Anonymous UAVs Oriented Toward Polarized Massive MIMO Systems. IEEE Internet Things J. 10(22): 20094-20106 (2023) - [j251]Yibin Zhang, Guan Gui, Shiwen Mao:
A Lightweight Malware Traffic Classification Method Based on a Broad Learning Architecture. IEEE Internet Things J. 10(23): 21131-21132 (2023) - [j250]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. J. Frankl. Inst. 360(6): 4172-4195 (2023) - [j249]Jie Yin, Chuntang Zhang, Wenwei Xie, Guangjun Liang, Lanping Zhang, Guan Gui:
Anomaly traffic detection based on feature fluctuation for secure industrial internet of things. Peer Peer Netw. Appl. 16(4): 1680-1695 (2023) - [j248]Wenmei Li, Jiaqi Wu, Qing Liu, Yu Zhang, Bin Cui, Yan Jia, Guan Gui:
An Effective Multimodel Fusion Method for SAR and Optical Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5881-5892 (2023) - [j247]Jinlong Sun, Jie Yang, Guan Gui, Hikmet Sari:
In-Motion Alignment Method of SINS Under the Geographic Latitude Uncertainty. IEEE Trans. Veh. Technol. 72(1): 125-135 (2023) - [j246]Yue Yin, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari:
Minimizing Delay for MIMO-NOMA Resource Allocation in UAV-Assisted Caching Networks. IEEE Trans. Veh. Technol. 72(4): 4728-4732 (2023) - [j245]Yiyang Ni, Haitao Zhao, Yaxuan Liu, Jue Wang, Guan Gui, Hui Zhang:
Analysis of RIS-Aided Communications Over Nakagami-$m$ Fading Channels. IEEE Trans. Veh. Technol. 72(7): 8709-8721 (2023) - [j244]Hao Huang, Guan Gui, Haris Gacanin, Chau Yuen, Hikmet Sari, Fumiyuki Adachi:
Deep Regularized Waveform Learning for Beam Prediction With Limited Samples in Non-Cooperative mmWave Systems. IEEE Trans. Veh. Technol. 72(7): 9614-9619 (2023) - [j243]Hao Huang, Yun Lin, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Regularization Strategy Aided Robust Unsupervised Learning for Wireless Resource Allocation. IEEE Trans. Veh. Technol. 72(7): 9647-9652 (2023) - [j242]Jiaxi Liu, Si Chen, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Failure Detector Based on Vehicle Movement Prediction in Vehicular Ad-Hoc Networks. IEEE Trans. Veh. Technol. 72(9): 11657-11667 (2023) - [j241]Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks. IEEE Trans. Veh. Technol. 72(10): 13447-13460 (2023) - [j240]Fangqing Wen, Guan Gui, Haris Gacanin, Hikmet Sari:
Compressive Sampling Framework for 2D-DOA and Polarization Estimation in mmWave Polarized Massive MIMO Systems. IEEE Trans. Wirel. Commun. 22(5): 3071-3083 (2023) - [c170]Ruijie Zhao, Mingwei Zhan, Xianwen Deng, Yanhao Wang, Yijun Wang, Guan Gui, Zhi Xue:
Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation. AAAI 2023: 5420-5427 - [c169]Mayuko Inoue, Tomoaki Ohtsuki, Kohei Yamamoto, Guan Gui:
Evaluation of Source Data Selection for DTL Based CSI Feedback Method in FDD Massive MIMO Systems. CCNC 2023: 182-187 - [c168]Zeyang Yang, Xue Fu, Guan Gui, Yun Lin, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Rogue Emitter Detection Using Hybrid Network of Denoising Autoencoder and Deep Metric Learning. ICC 2023: 4780-4785 - [c167]Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, Guan Gui:
A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications. ICCC 2023: 1-6 - [c166]Lanping Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hsiao-Chun Wu, Guan Gui:
Adversarial Learning Aided Malicious Network Traffic Detection Based on EDE Framework. ICCC 2023: 1-6 - [c165]Yunhe Xu, Min Ma, Xue Fu, Yu Wang, Guan Gui, Tomoaki Ohtsuki:
Automatic Modulation Classification Based on Decentralized Learning and Model Averaging. INFOCOM Workshops 2023: 1-5 - [c164]Shupeng Zhang, Yibin Zhang, Xixi Zhang, Yang Peng, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki:
Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels. INFOCOM Workshops 2023: 1-5 - [c163]Shuangfei Guo, Hao Huang, Guan Gui, Hikmet Sari:
An Analysis of Spatial Correlation in RIS-Assisted Wireless Networks. MeditCom 2023: 329-333 - [c162]Qing Hao, Haitao Zhao, Hao Huang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi:
Deep Reinforcement Learning Aided Online Trajectory Optimization of Cellular-Connected UAVs with Offline Map Reconstruction. VTC2023-Spring 2023: 1-5 - [c161]Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki:
NASEI: Neural Architecture Search-Based Specific Emitter Identification Method. VTC2023-Spring 2023: 1-5 - [c160]Zhaojie Li, Tomoaki Ohtsuki, Guan Gui:
Communication Efficient Heterogeneous Federated Learning based on Model Similarity. WCNC 2023: 1-5 - [i44]Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi:
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. CoRR abs/2309.03598 (2023) - 2022
- [j239]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) - [j238]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) - [j237]Ruijie Zhao, Guan Gui, Zhi Xue, Jie Yin, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin:
A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things. IEEE Internet Things J. 9(12): 9960-9972 (2022) - [j236]Jinhui Ning, Guan Gui, Yu Wang, Jie Yang, Bamidele Adebisi, Song Ci, Haris Gacanin, Fumiyuki Adachi:
Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things. IEEE Internet Things J. 9(18): 17058-17069 (2022) - [j235]Jian Zhou, Taotao Han, Fu Xiao, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
Multiscale Network Traffic Prediction Method Based on Deep Echo-State Network for Internet of Things. IEEE Internet Things J. 9(21): 21862-21874 (2022) - [j234]Biao Dong, Yuchao Liu, Guan Gui, Xue Fu, Heng Dong, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices. IEEE Internet Things J. 9(24): 24708-24720 (2022) - [j233]Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi:
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning. IEEE Internet Things J. 9(24): 24980-24994 (2022) - [j232]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) - [j231]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) - [j230]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) - [j229]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) - [j228]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) - [j227]Tiantian Tang, Tao Chen, Guan Gui:
A Comparative Evaluation of Gauge-Satellite-Based Merging Products Over Multiregional Complex Terrain Basin. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5275-5287 (2022) - [j226]Wenmei Li, Jiaqi Wu, Huaihuai Chen, Yu Wang, Yan Jia, Guan Gui:
UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6588-6597 (2022) - [j225]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) - [j224]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) - [j223]Guanghui Fan, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi, Tomoaki Ohtsuki:
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems. IEEE Trans. Cogn. Commun. Netw. 8(2): 672-682 (2022) - [j222]Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems. IEEE Trans. Cogn. Commun. Netw. 8(3): 1374-1386 (2022) - [j221]Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari:
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering. IEEE Trans. Cogn. Commun. Netw. 8(4): 1898-1909 (2022) - [j220]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) - [j219]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) - [j218]Xue Fu, Guan Gui, Yu Wang, Haris Gacanin, Fumiyuki Adachi:
Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning. IEEE Trans. Veh. Technol. 71(7): 7942-7946 (2022) - [j217]Yuzhi Zhou, Jinlong Sun, Jie Yang, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
Handover Strategy Based on Side Information in Air-Ground Integrated Vehicular Networks. IEEE Trans. Veh. Technol. 71(10): 10823-10831 (2022) - [j216]Jie Yang, Yu Wang, Haitao Zhao, Guan Gui:
MobileNet and Knowledge Distillation-Based Automatic Scenario Recognition Method in Vehicle-to-Vehicle Systems. IEEE Trans. Veh. Technol. 71(10): 11006-11016 (2022) - [j215]Hao Huang, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi:
Unsupervised Learning-Inspired Power Control Methods for Energy-Efficient Wireless Networks Over Fading Channels. IEEE Trans. Wirel. Commun. 21(11): 9892-9905 (2022) - [j214]Pengyu Wang, Yufan Cheng, Binhong Dong, Guan Gui:
Binary Neural Networks for Wireless Interference Identification. IEEE Wirel. Commun. Lett. 11(1): 23-27 (2022) - [j213]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) - [c159]Mian Wang, Jinlong Sun, Zhiyi Lu, Yu Wang, Yifan Zhang, Jie Zhang, Zhe Zhang, Guan Gui:
A General Dataset Generator for Industrial Internet of Things Using Multi-sensor Information Fusion. DSA 2022: 198-202 - [c158]Xiaohu Xu, Yifei Liang, Xixi Zhang, Yu Wang, Yun Lin, Bamidele Adebisi, Haris Gacanin, Guan Gui:
Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning. DSA 2022: 454-463 - [c157]Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. GLOBECOM 2022: 1862-1867 - [c156]Tao Tian, Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin:
Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network. GLOBECOM 2022: 4722-4727 - [c155]Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin:
Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. GLOBECOM 2022: 6481-6486 - [c154]Ruijie Zhao, Linbo Yang, Yijun Wang, Zhi Xue, Guan Gui, Tomoaki Ohtsuki:
A Semi-Supervised Federated Learning Scheme via Knowledge Distillation for Intrusion Detection. ICC 2022: 2688-2693 - [c153]Ruijie Zhao, Tiantian Tang, Guan Gui, Zhi Xue:
A Lightweight Semi-Supervised Learning Method Based on Consistency Regularization for Intrusion Detection. ICC 2022: 3124-3129 - [c152]Shufei Wang, Yibin Zhang, Jinlong Sun, Tomoaki Ohtsuki, Guan Gui:
Attention-CNN-Aided Specific Emitter Identification Method with Limited Radio Frequency Dataset. ICCT 2022: 1536-1540 - [c151]Shang Shi, Yu Wang, Heng Dong, Guan Gui, Tomoaki Ohtsuki:
Smartphone-Aided Human Activity Recognition Method using Residual Multi-Layer Perceptron. INFOCOM Workshops 2022: 1-6 - [c150]Shaokai Hu, Hao Huang, Guan Gui, Hikmet Sari:
Analysis of the Power Imbalance in Power-Domain NOMA on Correlated Rayleigh Fading Channels. LATINCOM 2022: 1-6 - [c149]Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi:
Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. NeurIPS 2022 - [c148]Xiaofeng Chen, Xixi Zhang, Yu Wang, Jie Yang, Guan Gui, Hikmet Sari:
Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method. PAAP 2022: 1-5 - [c147]Biao Dong, Guozhen Xu, Xue Fu, Heng Dong, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network. PIMRC 2022: 259-264 - [c146]Olamide Jogunola, Bamidele Adebisi, Haris Gacanin, Mohammad Hammoudeh, Guan Gui:
Optimal Dynamic Multi-source Multi-community Power Schedule and Trading. SmartGridComm 2022: 110-115 - [c145]Xue Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
A Novel Semi-Supervised Learning Framework for Specific Emitter Identification. VTC Fall 2022: 1-5 - [c144]Junjie Gao, Mondher Bouazizi, Tomoaki Ohtsuki, Guan Gui:
Adaptive DNN-based CSI Feedback with Quantization for FDD Massive MIMO Systems. VTC Fall 2022: 1-5 - [c143]Yuting Gu, Yu Wang, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari:
Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network. VTC Fall 2022: 1-5 - [c142]Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui:
Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning. VTC Fall 2022: 1-5 - [c141]Shaokai Hu, Hao Huang, Guan Gui, Hikmet Sari:
An Analysis of the Power Imbalance on the Uplink of Power-Domain NOMA. VTC Fall 2022: 1-5 - [c140]Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui:
Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks. VTC Fall 2022: 1-5 - [c139]Yunyi Li, Jianxun Liu, Chaoyang Chen, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari:
Joint Weighted and Truncated Nuclear Norm Minimization for Matrix Completion-Assisted mmWave MIMO Channel Estimation. VTC Spring 2022: 1-5 - [c138]Chao Liu, Xue Fu, Yunlu Ge, Yu Wang, Yun Lin, Guan Gui, Hikmet Sari:
A Robust Few-Shot SEI Method Using Class-Reconstruction and Adversarial Training. VTC Fall 2022: 1-5 - [c137]Hongwei Liu, Chengyao Hao, Yang Peng, Yu Wang, Tomoaki Ohtsuki, Guan Gui:
An Effective Radio Frequency Signal Classification Method Based on Multi-Task Learning Mechanism. VTC Fall 2022: 1-5 - [c136]Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui:
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. VTC Fall 2022: 1-5 - [c135]Yibin Zhang, Yang Peng, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari:
Specific Emitter Identification Based on Radio Frequency Fingerprint Using Multi-Scale Network. VTC Fall 2022: 1-5 - [c134]Xixi Zhang, Yu Wang, Yibin Zhang, Yun Lin, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari:
Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification. VTC Fall 2022: 1-5 - [c133]Jie Zhou, Yang Peng, Guan Gui, Yun Lin, Bamidele Adebisi, Haris Gacanin, Hikmet Sari:
A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning. VTC Fall 2022: 1-5 - [c132]Yibin Zhang, Jinlong Sun, Guan Gui, Haris Gacanin, Fumiyuki Adachi:
A Novel Channel Identification Architecture for mmWave Systems Based on Eigen Features. WCSP 2022: 550-555 - [i43]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) - [i42]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) - [i41]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) - [i40]Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi:
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning. CoRR abs/2207.06592 (2022) - [i39]Yibin Zhang, Jinlong Sun, Guan Gui, Yun Lin, Haris Gacanin, Fumiyuki Adachi:
Attention Mechanism Based Intelligent Channel Feedback for mmWave Massive MIMO Systems. CoRR abs/2208.06570 (2022) - [i38]Shaokai Hu, Hao Huang, Guan Gui, Hikmet Sari:
Analysis of the Power Imbalance in Power-Domain NOMA on Correlated Rayleigh Fading Channels. CoRR abs/2209.04091 (2022) - 2021
- [j212]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) - [j211]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) - [j210]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) - [j209]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) - [j208]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) - [j207]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) - [j206]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) - [j205]