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3rd MLICOM 2018: Hangzhou, China
- Limin Meng, Yan Zhang:
Machine Learning and Intelligent Communications - Third International Conference, MLICOM 2018, Hangzhou, China, July 6-8, 2018, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 251, Springer 2018, ISBN 978-3-030-00556-6
Machine Learning
- Mitchell Singleton, Benjamin Taylor, Jacob Taylor, Qingzhong Liu
:
Gun Identification Using Tensorflow. 3-12 - Hong Shao, Liujun Tang, Ligang Dong, Long Chen, Xian Jiang, Weiming Wang:
A Research of Network Applications Classification Based on Deep Learning. 13-21 - Manjia Wu, Weige Xie, Xiufang Shi, Panyu Shao, Zhiguo Shi:
Real-Time Drone Detection Using Deep Learning Approach. 22-32 - Liang Huang
Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Mobile Edge Computing. 33-42 - Anqi Feng, Liping Qian, Yupin Huang:
RFID Data-Driven Vehicle Speed Prediction Using Adaptive Kalman Filter. 43-51 - Yupin Huang, Liping Qian, Anqi Feng:
Speed Prediction of High Speed Mobile Vehicle Based on Extended Kalman Filter in RFID System. 52-59 - Haoyuan Chen, Yali Fan, Jing Jiang, Xiang Chen:
Mobility Prediction Based on POI-Clustered Data. 60-72 - Hong Shao, Liujun Tang, Ligang Dong, Long Chen, Xian Jiang, Weiming Wang:
A Research on the Identification of Internet User Based on Deep Learning. 73-80
Intelligent Positioning and Navigation
- Yejia Yin, Jingyu Hua, Fangni Chen, Weidang Lu, Dongming Wang, Jiamin Li:
An Improved Constrained Least Squares Localization Algorithm in NLOS Propagating Environment. 83-91
Intelligent Multimedia Processing and Security
- Tengrui Shi, Xiaobo Guo, Daihui Mo, Jian Wang:
Fast Inter Prediction Mode Decision Algorithm Based on Data Mining. 95-102
Wireless Mobile Network and Security
- Shuang Zhao, Shuhui Chen:
Smartphone Application Identification by Convolutional Neural Network. 105-114 - Yijie Luo, Yang Yang, Yanlei Duan, Zhengju Yang:
Joint D2D Cooperative Relaying and Friendly Jamming Selection for Physical Layer Security. 115-126 - Zhiyong Liu, Yinyin Wang, Fan Bai:
Variable Tap-Length Blind Equalization for Underwater Acoustic Communication. 127-135 - Xiaodi Chen, Hong Wu:
Random Sequence Generation Algorithm for Multi-chaotic Systems. 136-143 - Zhiqiang Wang, Pingchuan Ma
VulAware: Towards Massive-Scale Vulnerability Detection in Cyberspace. 144-149
Cognitive Radio and Intelligent Networking
- Jie Zhang, Weidang Lu, Hong Peng, Zhijiang Xu, Xin Liu:
Optimization in Cognitive Radio Networks with SWIPT-Based DF Relay. 153-161 - Su Hu, Jing Zhang, Wanbin Tang, Zilong Liu, Pei Xiao, Yuan Gao:
Real-Valued Orthogonal Sequences for Ultra-low Overhead Channel Estimation in MIMO-FBMC Systems. 162-171 - Feng Li, Lili Yang, Jiangxin Zhang, Li Wang:
A Novel Spectrum Allocation Scheme in Femtocell Networks Using Improved Graph Theory. 172-180 - Chen Pan, Yunpeng Cheng, Ducheng Wu, Lei Zhao, Yuli Zhang:
Distributed Channel Allocation for Wireless Mesh Networks Based on Hypergraph Interference Model. 181-189 - Liang Ye, Le Wang, Peng Wang, Hany Ferdinando, Tapio Seppänen, Esko Alasaarela:
Physical Violence Detection with Movement Sensors. 190-197 - Tian Nan, Weidang Lu, Zhijiang Xu:
Joint Resource Allocation for Wireless Energy Harvesting Based on DF Relaying. 198-205 - Yuanrong Lin, Weidang Lu, Hong Peng, Jingyu Hua:
Optimal Power Splitting of Cognitive Radio Networks with SWIPT-Enabled Relay. 206-215 - Dianzhong Chen, Zhongzhao Zhang:
Deflection Angle Detection of the Rotor and Signal Processing for a Novel Rotational Gyroscope. 216-226
Intelligent Internet of Things
- Wanran Xu, Suzhi Bi, Xiaohui Lin, Juan Wang:
Reusing Wireless Power Transfer for Backscatter-Assisted Cooperation in WPCN. 229-239
Intelligent Satellite Communications and Networking
- Zheng Pan, Zhenyu Na, Xin Liu, Weidang Lu:
Channel Estimation in Next Generation LEO Satellite Communicastion Systems. 243-252 - Dai-hui Mo, Guo-jun Li, Xiao-fei Xu, Lu Tan, Ya-kun Xing:
A Novel Approach of Semi-blind Frequency Selection for HF Regional Emergency Maneuver Communication. 253-262
Green Communication and Intelligent Networking
- Limin Meng, Yangtianxiu Hu:
A Network Coding Optimization Algorithm for Reducing Encoding Nodes. 265-272 - Yuan Zheng, Suzhi Bi, Xiaohui Lin:
Backscatter-Assisted Relaying in Wireless Powered Communications Network. 273-283 - Xi Wang, Xiangbin Yu, Tao Teng, Guangying Wang:
Energy-Efficient Power Allocation Scheme Based on Discrete-Rate Adaptive Modulation in Distributed Antenna System. 284-292 - (Withdrawn) A Method of Balanced Sleep Scheduling in Renewable Wireless Sensor Networks. 293-302
Intelligent Ad-hoc and Sensor Networks
- Guangda Yang, Yongliang Zhang, Lin Ma, Leqi Tang:
Pedestrian Walking Model for Floor Plan Building Based on Crowdsourcing PDR Data. 305-316 - Lin Ma, Jian Li, Yubin Xu:
Weight Matrix Analysis Algorithm for WLAN Indoor Positioning System. 317-326 - Ping Ji, Danyang Qin, Pan Feng, Yan Zhang:
Manifold Alignment-Based Radio Map Construction in Indoor Localization. 327-337 - Pan Feng, Danyang Qin, Ping Ji, Jingya Ma:
Research on the Contextual Information in Scene Classification. 338-345
Intelligent Resource Allocation in Wireless and Cloud Networks
- Weilin Zhao, Weidang Lu, Hong Peng, Zhijiang Xu, Jingyu Hua:
OFDM Based SWIPT in a Two-Way Relaying Network. 349-357 - Xiaodu Liu, Yitao Xu, Yanlei Duan, Dianxiong Liu, Zhiyong Du:
Dynamic Network Access for Multi-UAV Networks: A Cloud-Assisted Learning Algorithm. 358-369 - Qin Wang, Fang Dong, Xin-Li Yang, Rui Yin:
Probability-Based Routing Symmetry Metrics. 370-380 - Chen Pan, Yunpeng Cheng, Zhengju Yang, Yuli Zhang:
Dynamic Opportunistic Spectrum Access with Channel Bonding in Mesh Networks: A Game-Theoretic Approach. 381-390 - Mei Qin, Weidang Lu, Hong Peng, Zhijiang Xu:
Secrecy Performance Analysis of SWIPT System Based on OFDM Assisted Interference. 391-399 - Chen Liu, Hong Peng, Weidang Lu, Zhijiang Xu, Jingyu Hua:
Contract Theory Based on Wireless Energy Harvesting with Transmission Performance Optimization. 400-408
Intelligent Signal Processing in Wireless and Optical Communications
- Xiaoping Jin, Zheng Guo, Ning Jin, Zhengquan Li:
Probabilistic Sorting Memory Constrained Tree Search Algorithm for MIMO System. 411-425
Intelligent Cooperative Communications and Networking
- Lingjie Xie, Yu Zhang, Yefan Zhang, Jingyu Hua, Limin Meng:
Uplink Transmission Scheme Based on Rateless Coding in Cloud-RAN. 429-437 - Hong Peng, Yefan Zhang, Yu Zhang, Lingjie Xie, Limin Meng:
Rateless Coded Downlink Transmission in Cloud Radio Access Network. 438-448
The Second Round
- Mu Zhou, Maxim Dolgov, Yiyao Liu, Yanmeng Wang:
WiFi/PDR Integrated System for 3D Indoor Localization. 451-459 - Mu Zhou, Oyungerel Bulgantamir, Yanmeng Wang:
Highly-Available Localization Techniques in Indoor Wi-Fi Environment: A Comprehensive Survey. 460-469 - Shinelle Hutchinson, Zhaohe Zhang, Qingzhong Liu
Detecting Phishing Websites with Random Forest. 470-479 - Mitchell B. Singleton, Qingzhong Liu
Detecting Digital Photo Tampering with Deep Learning. 480-489 - Yuan Wu, Cheng Zhang, Kejie Ni, Jiajun Shi, Liping Qian, Liang Huang
Joint Time and Power Allocations for Uplink Nonorthogonal Multiple Access Networks. 490-499 - Xiaoye Xie, Jian Wang, Xiaobo Guo, Xiaogang Wu:
Performance Evaluation of Ad-hoc Routing Protocols in Hybrid MANET-Satellite Network. 500-509 - Guangzhe Liu, Jingyu Hua, Feng Li, Weidang Lu, Zhijiang Xu:
An Improved Quadratic Programming LLOP Algorithm for Wireless Localization. 510-518 - Peiyuan Si, Weidang Lu, Zhijiang Xu, Jingyu Hua:
Optimize Bundle Size in Satellite DTN Links with Markov Method. 519-530 - Nguyen Ngoc Phien
An Efficient Method for Estimating Time Series Motif Length Using Sequitur Algorithm. 531-538 - Xiaoding Wang, Kejie Ni, Xiangxu Chen, Yuan Wu, Liping Qian, Liang Huang
Optimal User Grouping and Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems. 539-548 - Jia Chen, Jiajun Shi, Xiangxu Chen, Yuan Wu, Liping Qian, Liang Huang
Technologies and Applications of Narrowband Internet of Things. 549-558 - Hongyuan Yao, Haipeng Wang, Xueyuan Lin:
A SAR Image Fast Stitching Algorithm Based on Machine Learning. 559-564 - Peihan Du, Jian Wang, Xin Wang, Zufeng Xu:
B2DASH: Bandwidth and Buffer-Based Dynamic Adaptive Streaming over HTTP. 565-574 - Yongliang Sun, Xiaocheng Wang, Xuzhao Zhang, Xinggan Zhang:
ZigBee-Based Device-Free Wireless Localization in Internet of Things. 575-582 - Qiuming Zhao, Bo Li, Hongjuan Yang, Gongliang Liu, Ruofei Ma:
Designing of Environmental Information Acquisition and Reconstruction System Based on Compressed Sensing. 583-593 - Siqi Li, Bingbing Zhang, Wenjing Kang, Bo Li, Ruofei Ma, Gongliang Liu:
The Design of Inter-satellite Link Topology Based on Time-Slot Allocation Technology. 594-603 - Jiazheng Pei, Yong Huang, Yunlong Dong, Xiaolong Chen
MOPSO Optimized Radar CBMeMBer Forward-Backward Smoothing Filter. 604-616 - Xiaokang Guo, Tao Jian, Yunlong Dong, Xiaolong Chen
Study of Radar Target Range Profile Recognition Algorithm Based on Optimized Neural Network. 617-622 - Shanzhen Fang, Weidang Lu, Hong Peng, Zhijiang Xu, Jingyu Hua:
Resource Allocation Based Simultaneous Wireless Information and Power Transfer for Multiuser OFDM Systems. 623-631 - Jiafei Fu, Jingyu Hua, Zhijiang Xu, Weidang Lu, Jiamin Li:
Improved RSA Localization Based on the Lagrange Multiplier Optimization. 632-640 - Chiapin Wang, Ming-Hsun Wu, TeSheng Tsai:
Particle Swarm Optimization Based Location Recommendation for D2D Communication Underlying LTE Cellular Networks. 641-651 - Shensheng Tang, Chenghua Tang:
A Dual SIS Epidemic Model for Virus Spread Analysis in Cluster-Based Wireless Sensor Networks. 652-662 - Liang Zhao, Zhihua Li, Shujie Guo:
Communication-Efficient Decentralized Cooperative Data Analytics in Sensor Networks. 663-671
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