Machine Learning and Intelligent Communications: Second International Conference, Part I

Machine Learning and Intelligent Communications: Second International Conference, Part I Front Cover
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715 pages

Book Description

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

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 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 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.

Table of Contents

Chapter 1. An Effective QoS-Based Reliable Route Selecting Scheme for Mobile Ad-Hoc Networks
Chapter 2. Space Encoding Based Compressive Tracking with Wireless Fiber-Optic Sensors
Chapter 3. Moving Object Detection Algorithm Using Gaussian Mixture Model and SIFT Keypoint Match
Chapter 4. Low-Complexity Signal Detection Scheme Based on LLR for Uplink Massive MIMO Channel
Chapter 5. Accurate Scale-Variable Tracking
Chapter 6. Sparse Photoacoustic Microscopy Reconstruction Based on Matrix Nuclear Norm Minimization
Chapter 7. Clustering Analysis Based on Segmented Images
Chapter 8. Channel Estimation Based on Approximated Power Iteration Subspace Tracking for Massive MIMO Systems
Chapter 9. BER Performance Evaluation of Downlink MUSA over Rayleigh Fading Channel
Chapter 10. Privacy Protection for Location Sharing Services in Social Networks
Chapter 11. A Non-line-of-Sight Localization Method Based on the Algorithm Residual Error Minimization
Chapter 12. WLAN Indoor Localization Using Angle of Arrival
Chapter 13. Defect Detection of Photovoltaic Modules Based on Convolutional Neural Network
Chapter 14. An Effective BLE Fingerprint Construction Method Based on MEMS
Chapter 15. A New Universal Steganalyzer for JPEG Images
Chapter 16. Double JPEG Compression Detection Based on Fusion Features
Chapter 17. Complexity Based Sample Selection for Camera Source Identification
Chapter 18. Lattice Reduction Aided Linear Detection for Generalized Spatial Modulation
Chapter 19. Radio Frequency Fingerprint Identification Method in Wireless Communication
Chapter 20. Short Term Prediction Models of Mobile Network Traffic Based on Time Series Analysis
Chapter 21. Calculation Method of Field Strength in the Case of Side Obstacles
Chapter 22. Variable Dimension Measurement Matrix Construction for Compressive Sampling via m Sequence
Chapter 23. Signal Quality Assessment of Wireless Signal Based on Compressed Sensing
Chapter 24. Distributed Compressive Sensing Based Spectrum Sensing Method
Chapter 25. Recent Advances in Radio Environment Map: A Survey
Chapter 26. Elimination of Inter-distract Downlink Interference Based on Autocorrelation Technique
Chapter 27. Application of Cooperative Communications with Dual-Stations in Wireless Mobile Environments
Chapter 28. Design for Attendance System with the Direction Identification Based on RFID
Chapter 29. A Geo-Based Fine Granularity Air Quality Prediction Using Machine Learning and Internet-of-Things
Chapter 30. Research on Key Technology in Traditional Chinese Medicine (TCM) Smart System
Chapter 31. Application of Wireless Sensor Network in Smart Buildings
Chapter 32. Distributed System Model Using SysML and Event-B
Chapter 33. A Full-Protocol-Stack Testbed for Space Network Protocol Emulation
Chapter 34. Application Layer Channel Coding for Space DTN
Chapter 35. Routing Optimization of Small Satellite Networks Based on Multi-commodity Flow
Chapter 36. Modeling of Satellite-Earth Link Channel and Simulating in Space-Ground Integrated Network
Chapter 37. A Deep Learning Method Based on Convolutional Neural Network for Automatic Modulation Classification of Wireless Signals
Chapter 38. Modeling and Performance Analysis of Multi-layer Satellite Networks Based on STK
Chapter 39. Artificial-Neural-Network-Based Automatic Modulation Recognition in Satellite Communication
Chapter 40. Licklider Transmission Protocol for GEO-Relayed Space Networks
Chapter 41. Design of LED Collimating Optical System
Chapter 42. Global Depth Refinement Based on Patches
Chapter 43. 3D Surface Features Scanning System with UAV-Carried Line Laser
Chapter 44. Contourlet Based Image Denoising Method Combined Recursive Cycle-Spinning Algorithm
Chapter 45. A Resource Allocation Algorithm Based on Game Theory in UDN
Chapter 46. Optimal Relay Selection Algorithm for Combining Distance and Social Information in D2D Cooperative Communication Networks
Chapter 47. Linear Massive MIMO Precoding Based on Nonlinear High-Power Amplifier
Chapter 48. Linear Precoding for Massive MIMO Systems with IQ Imbalance
Chapter 49. Research on Insurance Data Analysis Platform Based on the Hadoop Framework
Chapter 50. SNR Analysis of the Millimeter Wave MIMO with Lens Antenna Array
Chapter 51. Cross-Entropy Optimization Oriented Antenna Selection for Clustering Management in Multiuser MIMO Networks
Chapter 52. Subcarrier Allocation-Based Simultaneous Wireless Information and Power Transfer for Multiuser OFDM Systems
Chapter 53. A 100 MHz SRAM Design in 180 nm Process
Chapter 54. A Modified AODV Protocol Based on Nodes Velocity
Chapter 55. RSA Encryption Algorithm Design and Verification Based on Verilog HDL
Chapter 56. A Novel High Efficiency Distributed UEP Rateless Coding Scheme for Satellite Network Data Transmission
Chapter 57. A New Class of Unequal Error Protection Rateless Codes with Equal Recovery Time Property
Chapter 58. Stochastic Geometry Analysis of Ultra Dense Network and TRSC Green Communication Strategy
Chapter 59. Reputation-Based Framework for Internet of Things
Chapter 60. Gain-Phase Error Calculation in DOA Estimation for Mixed Wideband Signals
Chapter 61. Mutual Coupling Estimation in DOA Estimation for Mixed Wideband Signals
Chapter 62. Efficient Data Gathering with Compressed Sensing Multiuser Detection in Underwater Wireless Sensor Networks
Chapter 63. An Efficient Data Collection and Load Balance Algorithm in Wireless Sensor Networks
Chapter 64. RFID Based Toll Collection System Design and Implementation
Chapter 65. Design and Implementation of Survey Vehicle Based on VR
Chapter 66. Development of the Embedded Multi Media Card Platform Based on FPGA
Chapter 67. An Implementation of Special Purpose SSD Device
Chapter 68. Performance Evaluation of DTN Routing Protocols in Vehicular Network Environment
Chapter 69. Benefits of Compressed Sensing Multi-user Detection for Spread Spectrum Code Design
Chapter 70. Application of Time-Varying Filter in Time-Frequency Resource Allocation
Chapter 71. Secure Communication Mechanism Based on Key Management and Suspect Node Detection in Wireless Sensor Networks
Chapter 72. Research on the Pre-coding Technology of Broadcast Stage in Multi-user MIMO System

Book Details

  • Title: Machine Learning and Intelligent Communications: Second International Conference, Part I
  • Length: 715 pages
  • Edition: 1st ed. 2018
  • Language: English
  • Publisher:
  • Publication Date: 2018-02-25
  • ISBN-10: 3319735632
  • ISBN-13: 9783319735634
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