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Machine Learning and Intelligent Communications

Second International Conference, MLICOM 2017, Weihai, China, August 5-6, 2017, Proceedings, Part I

  • Conference proceedings
  • © 2018

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Editors:
  1. Xuemai Gu

    1. Harbin Institute of Technology, Harbin, China

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  2. Gongliang Liu

    1. Harbin Institute of Technology, Weihai, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Bo Li

    1. Shandong University, Weihai, China

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Conference proceedings info: MLICOM 2017.

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About this book

This two volume set constitutes the refereed post-conference proceedings of the Second International Conference on Machine Learning and Intelligent Communications, MLICOM 2017, held in Weihai, China, in August 2017.
The 143 revised full papers were carefully selected from 225 submissions. The papers are organized thematically in machine learning, intelligent positioning and navigation, intelligent multimedia processing and security, intelligent wireless mobile network and security, cognitive radio and intelligent networking, intelligent internet of things, intelligent satellite communications and networking, intelligent remote sensing, visual computing and three-dimensional modeling, green communication and intelligent networking, intelligent ad-hoc and sensor networks, intelligent resource allocation in wireless and cloud networks, intelligent signal processing in wireless and optical communications, intelligent radar signal processing, intelligent cooperative communications and networking.

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Table of contents (73 papers)

  1. Front Matter

    Pages I-XXV
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. An Effective QoS-Based Reliable Route Selecting Scheme for Mobile Ad-Hoc Networks

      • Jiamei Chen, Yao Wang, Xuan Li, Chao Gao
      Pages 3-11

    3. Space Encoding Based Compressive Tracking with Wireless Fiber-Optic Sensors

      • Qingquan Sun, Jiang Lu, Yu Sun, Haiyan Qiao, Yunfei Hou
      Pages 12-21

    4. Moving Object Detection Algorithm Using Gaussian Mixture Model and SIFT Keypoint Match

      • Hang Dong, Xin Zhang
      Pages 22-29

    5. Low-Complexity Signal Detection Scheme Based on LLR for Uplink Massive MIMO Channel

      • Xifeng Chen, Liming Zheng, Gang Wang
      Pages 30-39

    6. Accurate Scale-Variable Tracking

      • Xinyou Li, Wenjing Kang, Gongliang Liu
      Pages 40-48

    7. Sparse Photoacoustic Microscopy Reconstruction Based on Matrix Nuclear Norm Minimization

      • Ying Fu, Naizhang Feng, Yahui Shi, Ting Liu, Mingjian Sun
      Pages 49-56

    8. Clustering Analysis Based on Segmented Images

      • Hongxu Zheng, Jianlun Wang, Can He
      Pages 57-75

    9. 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

    10. BER Performance Evaluation of Downlink MUSA over Rayleigh Fading Channel

      • Yao Xu, Gang Wang, Liming Zheng, Rongkuan Liu, Donglai Zhao
      Pages 85-94

  3. Intelligent Positioning and Navigation

    1. Front Matter

      Pages 95-95
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    2. Privacy Protection for Location Sharing Services in Social Networks

      • Hui Wang, Juan Chen, Xianzhi Wang, Xin Liu, Zhenyu Na
      Pages 97-102

    3. 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

    4. WLAN Indoor Localization Using Angle of Arrival

      • Zengshan Tian, Yong Li, Mu Zhou, Yinghui Lian
      Pages 112-121

    5. 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

    6. An Effective BLE Fingerprint Database Construction Method Based on MEMS

      • Mu Zhou, Xiaoxiao Jin, Zengshan Tian, Haifeng Cong, Haoliang Ren
      Pages 133-141

  4. Intelligent Multimedia Processing and Security

    1. Front Matter

      Pages 143-143
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    2. A New Universal Steganalyzer for JPEG Images

      • Ge Liu, Fangjun Huang, Qi Chen, Zhonghua Li
      Pages 145-157

    3. Double JPEG Compression Detection Based on Fusion Features

      • Fulong Yang, Yabin Li, Kun Chong, Bo Wang
      Pages 158-167
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Other volumes

  1. Machine Learning and Intelligent Communications

  2. Machine Learning and Intelligent Communications

Editors and Affiliations

  • Harbin Institute of Technology, Harbin, China

    Xuemai Gu

  • Harbin Institute of Technology, Weihai, China

    Gongliang Liu

  • Shandong University, Weihai, China

    Bo Li

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