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5th MLICOM 2020: Shenzhen, China
- Mingxiang Guan, Zhenyu Na:
Machine Learning and Intelligent Communications - 5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 342, Springer 2021, ISBN 978-3-030-66784-9
Intelligent Resource (e.g., Spectrum, Power) Allocation Schemes
- Junwei Bao
, Dazhuan Xu, Qiuming Zhu
Performance Optimization and Power Allocation of Amplify-and-Forward System with Multi-source. 3-15 - Xiaofu Du, Qiuming Zhu, Qihui Wu, Weizhi Zhong, Yang Huang, Neng Cheng, Dong Liu:
UAV-Assisted Spectrum Mapping System Based on Tensor Completion Scheme. 16-26 - Jinping Fan, Chunjun Li, Yingjie Cui, Xuemei Cao, Jingdan Zhang:
A Two-Step Phase-Shifting Phase Retrieval Algorithm Based on Orthogonal Characteristics of Interfeograms. 27-35 - Zhihao Han, Donglai Zhao, Gang Wang:
Research on Spectrum Allocation Strategy Based on Stackelberg Game in Ultra Dense Network. 36-46 - Xing Su, Yanyong Su:
A D2D Resource Scheduling Algorithm Based on Position Relation in Cellular Network. 47-52 - Zhou Wu, Mingxiang Guan:
Research on Fair Scheduling Algorithm of 5G Intelligent Wireless System Based on Machine Learning. 53-58 - Mingxiang Guan, Zhou Wu:
Research on Anti-jamming Algorithm of Multi-antenna System Based on Artificial Intelligence Technology. 59-64 - Jiaqi Sun, Yongkui Ma, Chengzhao Shan, Honglin Zhao:
A Radar-Communication Integrated Signal of OFDM Based on Four-Phase Code. 65-72 - Lin Lin
An Empirical Comparison of Implementation Efficiency of Iterative and Recursive Algorithms of Fast Fourier Transform. 73-81 - Xin Liu, Biaojun Lai:
Resource Optimization for UAV-Enabled Multichannel Internet of Things. 82-92
Applications of Neural Network and Deep Learning
- Ming Tang:
Hardware Design and Development of Intelligent Meter Data Acquisition Module Based on WIFI. 95-103 - Linzhong Xia, Mingxiang Guan, Jun Liu, Xuemei Cao, Dean Luo:
Attention-Based Bidirectional Long Short-Term Memory Neural Network for Short Answer Scoring. 104-112 - Dean Luo, Mingxiang Guan, Linzhong Xia:
Automatic Scoring of L2 English Speech Based on DNN Acoustic Models with Lattice-Free MMI. 113-122 - Jingdan Zhang, Le Wang, Yingjie Cui, Lili Guo, Wuhan Jiang:
Self-organizing Map for Blood Vessel Segmentation of Fundus Images. 123-128 - Xuefeng Bai, Lijun Yan, Yang Li:
Seizure Detection Using Deep Discriminative Multi-set Canonical Correlation Analysis. 129-136 - Shuting Liu, Xi Li, Aiping Zheng, Fan Yang, Yiqing Liu, Tian Guan, Yonghong He:
The Generation of Virtual Immunohistochemical Staining Images Based on an Improved Cycle-GAN. 137-147 - Yonggang Chi
An Optimized SSD Target Detection Algorithm Based on K-Means Clustering. 148-156
Decentralized Learning for Wireless Communication Systems
- Lili Guo, Ming Xiang Guan, Yang Wang:
Outage Probability Performance of Adaptive Cooperative Scheme with Delayed-Feedback. 159-169 - Daud Khan, Zeeshan Pervaiz:
Dynamic Resource Allocation and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. 170-183
Intelligent Antennas Design and Dynamic Configuration
- Qun Liu, Ming Tang:
Light Intensity Data Collector Based on 51 Single Chip Microcomputer. 187-194 - Ying Jin, Chunwang Zhang:
Back End Development of Classroom Management System Based on .Net. 195-200 - Ying Jin, Hantao Gu:
Big Data Platform System of Students' Comprehensive Ability Software Performance Test and Analysis. 201-207 - Mingxiang Guan, Zhou Wu:
Smart Beamformer Based on Artificial Intelligence. 208-212
Intelligent Communications
- Wang Le, MingXiang Guang, Jingdan Zhang:
Blind Recognition of TT&C Signals of Satellite Based on JTFA and Fast-ICA Algorithm. 215-221 - Cong Qiu:
BLE Receiver with Fast DC Offset Cancellation and Carrier Frequency Offset Compensation. 222-227 - Bo Xu, Li Wang
An RGB-LED Driver with Feed-Forward Equalization Used for PAM-4 Visible Light Communication. 228-234 - Yiru Wang, Bo Xu, Jian Kang, Cong Qiu, C. Patrick Yue:
Performance Analysis and Evaluation of Outdoor Visible Light Communication Reception. 235-241 - J. Wang, Y. S. Chen:
Simulation Study of Channel Number of Cochlear Implant in Quiet State. 242-249 - Hanqin Shao, Hongbo Zhu, Junwei Bao:
Analysis and Design of Wireless Distributed Fountain Codes with Multiplicative Network Coding. 250-264 - Jian Kang, Xuanzheng Wang, Li Wang
A Real-Time RGB PAM-4 Visible Light Communication System Based on a Transceiver Design with Pre- and Post-equalizations. 265-270 - Xuemei Cao, Mingxiang Guan, Linzhong Xia, Jinping Fan, Jian Wang:
Kinoform Generated Combined with the Error Diffusion Method and the Dynamic Random Phase. 271-277 - Yousheng Chen, Jian Wang:
Simulation System of Cochlear Implant. 278-284
Intelligent Positioning and Navigation Systems
- Li Sheng
Assist GPS to Improve Accuracy Under Complex Road Conditions Using Sensors on Smart Phone. 287-303 - Rui Tian, Haibo Ye, Li Sheng:
Indoor Localization Based on the LoRa Technology. 304-319 - Chao Hu, Dazhuan Xu, Deng Pan, Boyu Hua:
Radar Target Detection Based on Information Theory. 320-332 - Deng Pan, Dazhuan Xu, Chao Hu, Boyu Hua:
Research on Source Detection and Its Performance Analysis in Sensor Array. 333-345 - Dazhuang Sun, Jing Chen, Jie Hao:
A Novel Parking Lot Occupancy Detection System Based on LED Sensing. 346-355
Intelligent Space and Terrestrial Integrated Networks
- Tao Teng, Xiangbin Yu, Xiaomin Chen, Kai Yu, Guangying Wang:
Outage Probability Analysis of UAV Assisted Satellite-Terrestrial Network. 359-370 - Xianyin Lai:
Design and Development of Intelligent Meter Data Acquisition Module Based on Bluetooth Technology. 371-379 - Bingyu Xie, Mingchuan Yang:
Multi Beam Forming Algorithms of LEO Constellation Satellite. 380-388 - Yingzhe Dou, Xiaofeng Liu, Mingchuan Yang:
Mars Exploration Oriented Design and Simulation of Relay Communication. 389-394 - Xin Guan, Mingchuan Yang:
GEO and IGSO Based Hybrid Global Coverage Satellite Constellation Design. 395-400 - Yingzhe Dou, Mingchuan Yang:
Characteristics Analysis and Modeling of Satellite Mobile MIMO Channel. 401-409 - Xinxin Miao, Mingchuan Yang:
Co-channel Interference Between Satellite and 5G System in C Band. 410-416
Machine Learning Algorithm and Intelligent Networks
- Yuyang Feng:
Energy PEC Enterprise Energy Management System Services. 419-423 - Tao Yang, Jinquan Ma:
Intelligent Water Scheme Design Based on Artificial Intelligence, Internet of Things and Big Data Technology. 424-428 - Tianyi Zheng:
Energy + Cloud: A New Energy Management System. 429-434
Smart Unmanned Vehicular Technology
- Dongyang Zhang, Kai Mao, Yang Yang, Benzhe Ning, Qiuming Zhu:
Implementation of Non-stationary Channel Emulator Based on USRP. 437-446 - Naeem Ahmed, Boyu Hua, Qiuming Zhu, Mao Kai:
A V2V Channel Simulator for Velocity Variations in Non-isotropic Scattering Scenarios. 447-458 - Mengtian Yao, Xiaomin Chen, Jian Wang, Boyu Hua
Ray Tracing Based Path Loss Modeling for UAV-to-Ground mmWave Channels in Campus Scenario. 459-470 - Kai Mao, Qiuming Zhu, Maozhong Song, Benzhe Ning, Boyu Hua, Weizhi Zhong, Xiaomin Chen:
A Novel Non-stationary Channel Model for UAV-to-Vehicle mmWave Beam Communications. 471-484 - Tong Zhang, Gang Wang, Ruofei Zhou, Yikun Zou, Mingchuan Yang:
Energy Efficient Communication of Fuel-Powered UAV Relay, Design of Positions and Power Allocation. 485-491 - Yue Li, Demin Li, Wei Hu, Xiaoyang Tang:
Throughput Maximization for the System of UAV as Mobile Relay Between Moving Vehicles. 492-504 - Wei Hu, Demin Li, Xingxing Hu, Yue Li:
Energy Optimization with Adaptive Transmit Power Control for UAV-Assisted Data Transmission in VANETs. 505-516
Late Track
- Yijie Luo, Yang Yang, Sixuan An, Zhibin Feng:
Secure and Reliable D2D Communications with Active Attackers: A Game-Theoretic Perspective and Machine Learning Approaches. 519-533
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