Skip to main content
SpringerLink
Log in
Book cover

Machine Learning and Intelligent Communications

5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Mingxiang Guan

    1. Shenzhen Institute of Information Technology, Shenzhen, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Zhenyu Na

    1. Sci & Tech, DianHang Bldg, Rm 321, Dalian Maritime Univ, Sch of Info, Dalian, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Included in the following conference series:

Conference proceedings info: MLICOM 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (55 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Intelligent Resource (e.g., Spectrum, Power) Allocation Schemes

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Performance Optimization and Power Allocation of Amplify-and-Forward System with Multi-source

      • Junwei Bao, Dazhuan Xu, Qiuming Zhu, Kai Mao
      Pages 3-15

    3. UAV-Assisted Spectrum Mapping System Based on Tensor Completion Scheme

      • Xiaofu Du, Qiuming Zhu, Qihui Wu, Weizhi Zhong, Yang Huang, Neng Cheng et al.
      Pages 16-26

    4. A Two-Step Phase-Shifting Phase Retrieval Algorithm Based on Orthogonal Characteristics of Interfeograms

      • Jinping Fan, Chunjun Li, Yingjie Cui, Xuemei Cao, Jingdan Zhang
      Pages 27-35

    5. Research on Spectrum Allocation Strategy Based on Stackelberg Game in Ultra Dense Network

      • Han Zhihao, Zhao Donglai, Wang Gang
      Pages 36-46

    6. A D2D Resource Scheduling Algorithm Based on Position Relation in Cellular Network

      • Xing Su, Yanyong Su
      Pages 47-52

    7. Research on Fair Scheduling Algorithm of 5G Intelligent Wireless System Based on Machine Learning

      • Zhou Wu, Mingxiang Guan
      Pages 53-58

    8. Research on Anti-jamming Algorithm of Multi-antenna System Based on Artificial Intelligence Technology

      • Mingxiang Guan, Zhou Wu
      Pages 59-64

    9. A Radar-Communication Integrated Signal of OFDM Based on Four-Phase Code

      • Jiaqi Sun, Yongkui Ma, Chengzhao Shan, Honglin Zhao
      Pages 65-72

    10. An Empirical Comparison of Implementation Efficiency of Iterative and Recursive Algorithms of Fast Fourier Transform

      • Lin Lin, Zeng Xu, He Huan, Zhao Jian, Liang Li-Xin
      Pages 73-81

    11. Resource Optimization for UAV-Enabled Multichannel Internet of Things

      • Xin Liu, Biaojun Lai
      Pages 82-92

  3. Applications of Neural Network and Deep Learning

    1. Front Matter

      Pages 93-93
      Download chapter PDF

    2. Hardware Design and Development of Intelligent Meter Data Acquisition Module Based on WIFI

      • Ming Tang
      Pages 95-103

    3. Attention-Based Bidirectional Long Short-Term Memory Neural Network for Short Answer Scoring

      • Linzhong Xia, Mingxiang Guan, Jun Liu, Xuemei Cao, Dean Luo
      Pages 104-112

    4. Automatic Scoring of L2 English Speech Based on DNN Acoustic Models with Lattice-Free MMI

      • Dean Luo, Mingxiang Guan, Linzhong Xia
      Pages 113-122

    5. Self-organizing Map for Blood Vessel Segmentation of Fundus Images

      • Jingdan Zhang, Le Wang, Yingjie Cui, Lili Guo, Wuhan Jiang
      Pages 123-128

    6. Seizure Detection Using Deep Discriminative Multi-set Canonical Correlation Analysis

      • Xuefeng Bai, Lijun Yan, Yang Li
      Pages 129-136

    7. The Generation of Virtual Immunohistochemical Staining Images Based on an Improved Cycle-GAN

      • Shuting Liu, Xi Li, Aiping Zheng, Fan Yang, Yiqing Liu, Tian Guan et al.
      Pages 137-147

    8. An Optimized SSD Target Detection Algorithm Based on K-Means Clustering

      • Yonggang Chi, Jialin Fan, Bo Pang, Yuelong Xia
      Pages 148-156
Back to top

Other volumes

  1. Machine Learning and Intelligent Communications

Keywords

About this book

This volume constitutes the refereed post-conference proceedings of the 5th International Conference on Machine Learning and Intelligent Communications, MLICOM 2020, held in Shenzhen, China, in September 2020. Due to COVID-19 pandemic the conference was held virtually.

The 55 revised full papers were carefully selected from 133 submissions. The papers are organized thematically in intelligent resource ( spectrum, power) allocation schemes; applications of neural network and deep learning; decentralized learning for wireless communication systems; intelligent antennas design and dynamic configuration; intelligent communications; intelligent positioning and navigation systems; smart unmanned vehicular technology; intelligent space and terrestrial integrated networks; machine learning algorithm and Intelligent networks.

Editors and Affiliations

  • Shenzhen Institute of Information Technology, Shenzhen, China

    Mingxiang Guan

  • Sci & Tech, DianHang Bldg, Rm 321, Dalian Maritime Univ, Sch of Info, Dalian, China

    Zhenyu Na

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation