Machine Learning and Intelligent Communications: Second International Conference, MLICOM 2017, Weihai, China, August 5-6, 2017, Proceedings, Part I

Front Matter ....Pages I-XXV
Front Matter ....Pages 1-1
 An Effective QoS-Based Reliable Route Selecting Scheme for Mobile Ad-Hoc Networks  (Jiamei Chen, Yao Wang, Xuan Li, Chao Gao)....Pages 3-11
 Space Encoding Based Compressive Tracking with Wireless Fiber-Optic Sensors  (Qingquan Sun, Jiang Lu, Yu Sun, Haiyan Qiao, Yunfei Hou)....Pages 12-21
 Moving Object Detection Algorithm Using Gaussian Mixture Model and SIFT Keypoint Match  (Hang Dong, Xin Zhang)....Pages 22-29
 Low-Complexity Signal Detection Scheme Based on LLR for Uplink Massive MIMO Channel  (Xifeng Chen, Liming Zheng, Gang Wang)....Pages 30-39
 Accurate Scale-Variable Tracking  (Xinyou Li, Wenjing Kang, Gongliang Liu)....Pages 40-48
 Sparse Photoacoustic Microscopy Reconstruction Based on Matrix Nuclear Norm Minimization  (Ying Fu, Naizhang Feng, Yahui Shi, Ting Liu, Mingjian Sun)....Pages 49-56
 Clustering Analysis Based on Segmented Images  (Hongxu Zheng, Jianlun Wang, Can He)....Pages 57-75
 Channel Estimation Based on Approximated Power Iteration Subspace Tracking for Massive MIMO Systems  (Liming Zheng, Donglai Zhao, Gang Wang, Yao Xu, Yue Wu)....Pages 76-84
 BER Performance Evaluation of Downlink MUSA over Rayleigh Fading Channel  (Yao Xu, Gang Wang, Liming Zheng, Rongkuan Liu, Donglai Zhao)....Pages 85-94
Front Matter ....Pages 95-95
 Privacy Protection for Location Sharing Services in Social Networks  (Hui Wang, Juan Chen, Xianzhi Wang, Xin Liu, Zhenyu Na)....Pages 97-102
 A Non-line-of-Sight Localization Method Based on the Algorithm Residual Error Minimization  (Sunan Li, Jingyu Hua, Feng Li, Fangni Chen, Jiamin Li)....Pages 103-111
 WLAN Indoor Localization Using Angle of Arrival  (Zengshan Tian, Yong Li, Mu Zhou, Yinghui Lian)....Pages 112-121
 Defect Detection of Photovoltaic Modules Based on Convolutional Neural Network  (Mingjian Sun, Shengmiao Lv, Xue Zhao, Ruya Li, Wenhan Zhang, Xiao Zhang)....Pages 122-132
 An Effective BLE Fingerprint Database Construction Method Based on MEMS  (Mu Zhou, Xiaoxiao Jin, Zengshan Tian, Haifeng Cong, Haoliang Ren)....Pages 133-141
Front Matter ....Pages 143-143
 A New Universal Steganalyzer for JPEG Images  (Ge Liu, Fangjun Huang, Qi Chen, Zhonghua Li)....Pages 145-157
 Double JPEG Compression Detection Based on Fusion Features  (Fulong Yang, Yabin Li, Kun Chong, Bo Wang)....Pages 158-167
 Complexity Based Sample Selection for Camera Source Identification  (Yabin Li, Bo Wang, Kun Chong, Yanqing Guo)....Pages 168-177
Front Matter ....Pages 179-179
 Lattice Reduction Aided Linear Detection for Generalized Spatial Modulation  (Chungang Liu, Chen Wang, Wenbin Zhang)....Pages 181-194
 Radio Frequency Fingerprint Identification Method in Wireless Communication  (Zhe Li, Yanxin Yin, Lili Wu)....Pages 195-202
Front Matter ....Pages 203-203
 Short Term Prediction Models of Mobile Network Traffic Based on Time Series Analysis  (Yunxue Gao, Liming Zheng, Donglai Zhao, Yue Wu, Gang Wang)....Pages 205-211
 Calculation Method of Field Strength in the Case of Side Obstacles  (Lu Chen, Fusheng Dai, Yonggang Chi, Ji Zhou)....Pages 212-220
 Variable Dimension Measurement Matrix Construction for Compressive Sampling via m Sequence  (Jingting Xiao, Ruoyu Zhang, Honglin Zhao)....Pages 221-230
 Signal Quality Assessment of Wireless Signal Based on Compressed Sensing  (Fei An, Fusheng Dai)....Pages 231-238
 Distributed Compressive Sensing Based Spectrum Sensing Method  (Yanping Chen, Yulong Gao, Yongkui Ma)....Pages 239-246
 Recent Advances in Radio Environment Map: A Survey  (Jingming Li, Guoru Ding, Xiaofei Zhang, Qihui Wu)....Pages 247-257
 Elimination of Inter-distract Downlink Interference Based on Autocorrelation Technique  (Hui Kang, Hongyang Xia, Fugang Liu)....Pages 258-267
Front Matter ....Pages 269-269
 Application of Cooperative Communications with Dual-Stations in Wireless Mobile Environments  (Ershi Xu, Xiangping Zhai, Weiyi Lin, Bing Chen)....Pages 271-281
 Design for Attendance System with the Direction Identification Based on RFID  (Hongyuan Wang)....Pages 282-290
 A Geo-Based Fine Granularity Air Quality Prediction Using Machine Learning and Internet-of-Things  (Hang Wang, Yu Sun, Qingquan Sun)....Pages 291-299
 Research on Key Technology in Traditional Chinese Medicine (TCM) Smart Service System  (Yongan Guo, Tong Liu, Xiaomin Guo, Ye Yang)....Pages 300-314
 Application of Wireless Sensor Network in Smart Buildings  (Mingze Xia, Dongyu Song)....Pages 315-325
 Distributed System Model Using SysML and Event-B  (Qi Zhang, Zhiqiu Huang, Jian Xie)....Pages 326-336
Front Matter ....Pages 337-337
 A Full-Protocol-Stack Testbed for Space Network Protocol Emulation  (Xiaoqin Ni, Kanglian Zhao, Wenfeng Li)....Pages 339-346
 Application Layer Channel Coding for Space DTN  (Dongxu Hou, Kanglian Zhao, Wenfeng Li)....Pages 347-354
 Routing Optimization of Small Satellite Networks Based on Multi-commodity Flow  (Xiaolin Xu, Yu Zhang, Jihua Lu)....Pages 355-363
 Modeling of Satellite-Earth Link Channel and Simulating in Space-Ground Integrated Network  (Beishan Wang, Qi Guo)....Pages 364-372
 A Deep Learning Method Based on Convolutional Neural Network for Automatic Modulation Classification of Wireless Signals  (Yu Xu, Dezhi Li, Zhenyong Wang, Gongliang Liu, Haibo Lv)....Pages 373-381
 Modeling and Performance Analysis of Multi-layer Satellite Networks Based on STK  (Bo Li, Xiyuan Peng, Hongjuan Yang, Gongliang Liu)....Pages 382-393
 Artificial-Neural-Network-Based Automatic Modulation Recognition in Satellite Communication  (Yumeng Zhang, Mingchuan Yang, Xiaofeng Liu)....Pages 394-404
 Licklider Transmission Protocol for GEO-Relayed Space Networks  (Wenrui Zhang, Chenyang Fan, Kanglian Zhao, Wenfeng Li)....Pages 405-413
Front Matter ....Pages 415-415
 Design of LED Collimating Optical System  (Yihao Wang, Yuncui Zhang, Xufen Xie, Yuxuan Zhang)....Pages 417-422
 Global Depth Refinement Based on Patches  (Xu Huang, Yanfeng Zhang, Gang Zhou, Lu Liu, Gangshan Cai)....Pages 423-433
 3D Surface Features Scanning System with UAV-Carried Line Laser  (Yilang Sun, Shuqiao Sun, Zihao Cui, Yanchao Zhang, Zhaoshuo Tian)....Pages 434-443
 Contourlet Based Image Denoising Method Combined Recursive Cycle-Spinning Algorithm  (Hongda Fan, Xufen Xie, Yuncui Zhang, Nianyu Zou)....Pages 444-450
Front Matter ....Pages 451-451
 A Resource Allocation Algorithm Based on Game Theory in UDN  (Changjun Chen, Jianxin Dai, Chonghu Cheng, Zhiliang Huang)....Pages 453-462
 Optimal Relay Selection Algorithm for Combining Distance and Social Information in D2D Cooperative Communication Networks  (Kaijian Li, Jianxin Dai, Chonghu Cheng, Zhiliang Huang)....Pages 463-474
 Linear Massive MIMO Precoding Based on Nonlinear High-Power Amplifier  (Xudong Yin, Jianxin Dai, Chonghu Cheng, Zhiliang Huang)....Pages 475-483
 Linear Precoding for Massive MIMO Systems with IQ Imbalance  (Juan Liu, Jianxin Dai, Chonghu Cheng, Zhiliang Huang)....Pages 484-493
 Research on Insurance Data Analysis Platform Based on the Hadoop Framework  (Mingze Xia)....Pages 494-504
 SNR Analysis of the Millimeter Wave MIMO with Lens Antenna Array  (Min Zhang, Jianxin Dai, Chonghu Cheng, Zhiliang Huang)....Pages 505-515
 Cross-Entropy Optimization Oriented Antenna Selection for Clustering Management in Multiuser MIMO Networks  (Xinyu Zhang, Jing Guo, Qiuyi Cao, Nan Zhao)....Pages 516-523
 Subcarrier Allocation-Based Simultaneous Wireless Information and Power Transfer for Multiuser OFDM Systems  (Xin Liu, Xiaotong Li, Zhenyu Na, Qiuyi Cao)....Pages 524-531
Front Matter ....Pages 533-533
 A 100 MHz SRAM Design in 180 nm Process  (Zhuangguang Chen, Bei Cao)....Pages 535-544
 A Modified AODV Protocol Based on Nodes Velocity  (Tong Liu, Zhimou Xia, Shuo Shi, Xuemai Gu)....Pages 545-554
 RSA Encryption Algorithm Design and Verification Based on Verilog HDL  (Bei Cao, Tianliang Xu, Pengfei Wu)....Pages 555-563
 A Novel High Efficiency Distributed UEP Rateless Coding Scheme for Satellite Network Data Transmission  (Shuang Wu, Zhenyong Wang, Dezhi Li, Qing Guo, Gongliang Liu)....Pages 564-573
 A New Class of Unequal Error Protection Rateless Codes with Equal Recovery Time Property  (Shuang Wu, Zhenyong Wang, Dezhi Li, Gongliang Liu, Qing Guo)....Pages 574-583
 Stochastic Geometry Analysis of Ultra Dense Network and TRSC Green Communication Strategy  (Guoqiang Wang, Bai Sun)....Pages 584-591
 Reputation-Based Framework for Internet of Things  (Juan Chen, Zhengkui Lin, Xin Liu, Zhian Deng, Xianzhi Wang)....Pages 592-597
 Gain-Phase Error Calculation in DOA Estimation for Mixed Wideband Signals  (Jiaqi Zhen, Yong Liu, Yanchao Li)....Pages 598-605
 Mutual Coupling Estimation in DOA Estimation for Mixed Wideband Signals  (Jiaqi Zhen, Yong Liu, Yanchao Li)....Pages 606-613
 Efficient Data Gathering with Compressed Sensing Multiuser Detection in Underwater Wireless Sensor Networks  (Rui Du, Wenjing Kang, Bo Li, Gongliang Liu)....Pages 614-625
 An Efficient Data Collection and Load Balance Algorithm in Wireless Sensor Networks  (Danyang Qin, Ping Ji, Songxiang Yang, Qun Ding)....Pages 626-634
 RFID Based Electronic Toll Collection System Design and Implementation  (Yang Li, Peidong Zhuang)....Pages 635-640
 Design and Implementation of Survey Vehicle Based on VR  (Weiguang Zhao, Peidong Zhuang)....Pages 641-647
 Development of the Embedded Multi Media Card Platform Based on FPGA  (Songyan Liu, Ting Chen, Shangru Wu, Cheng Zhang)....Pages 648-656
 An Implementation of Special Purpose SSD Device  (Songyan Liu, Shangru Wu, Ting Chen, Cheng Zhang)....Pages 657-665
 Performance Evaluation of DTN Routing Protocols in Vehicular Network Environment  (Yongliang Sun, Yinhua Liao, Kanglian Zhao, Chenguang He)....Pages 666-674
 Benefits of Compressed Sensing Multi-user Detection for Spread Spectrum Code Design  (Yan Wu, Wenjing Kang, Bo Li, Gongliang Liu)....Pages 675-681
 Application of Time-Varying Filter in Time-Frequency Resource Allocation  (Zhongchao Ma, Liang Ye, Xuejun Sha)....Pages 682-691
 Secure Communication Mechanism Based on Key Management and Suspect Node Detection in Wireless Sensor Networks  (Danyang Qin, Songxiang Yang, Ping Ji, Qun Ding)....Pages 692-700
 Research on the Pre-coding Technology of Broadcast Stage in Multi-user MIMO System  (Guoqiang Wang, Shangfu Li)....Pages 701-709
Back Matter ....Pages 711-715