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Machine Learning and Intelligent Communications

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Cover of 'Machine Learning and Intelligent Communications'

Table of Contents

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    Book Overview
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    Chapter 1 The Application of Equivalent Mean Square Error Method in Scalable Video Perceptual Quality
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    Chapter 2 Spectrum Allocation in Cognitive Radio Networks by Hybrid Analytic Hierarchy Process and Graph Coloring Theory
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    Chapter 3 Spectrum Pricing in Condition of Normally Distributed User Preference
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    Chapter 4 Allocation Optimization Based on Multi-population Genetic Algorithm for D2D Communications in Multi-services Scenario
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    Chapter 5 Agricultural IoT System Based on Image Processing and Cloud Platform Technology
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    Chapter 6 Extension of 2FSK Signal Detection Utilizing Duffing Oscillator
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    Chapter 7 An Efficient DOA Estimation and Network Sorting Algorithm for Multi-FH Signals
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    Chapter 8 Study on Correlation Properties of Complementary Codes and the Design Constraints of Complementary Coded CDMA Systems
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    Chapter 9 A Novel Structure Digital Receiver
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    Chapter 10 Analysis of Passive Intermodulation Effect on OFDM Frame Synchronization
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    Chapter 11 Variable Tap-Length Multiuser Detector for Underwater Acoustic Communication
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    Chapter 12 Two-Phase Prototype Filter Design for FBMC Systems
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    Chapter 13 A Fine Carrier Phase Recovery Method for 32APSK
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    Chapter 14 Interferometric-Processing Based Small Space Debris Imaging
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    Chapter 15 Sparse Representation Based SAR Imaging Using Combined Dictionary
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    Chapter 16 Parametric Sparse Recovery and SFMFT Based M-D Parameter Estimation with the Translational Component
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    Chapter 17 A New Radar Detection Effectiveness Estimation Method Based on Deep Learning
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    Chapter 18 A Novel Parameter Determination Method for Lq Regularization Based Sparse SAR Imaging
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    Chapter 19 Downward-Looking Sparse Linear Array Synthetic Aperture Radar 3-D Imaging Method Based on CS-MUSIC
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    Chapter 20 Adaptive Scheduling Algorithm for ISAR Imaging Radar Based on Pulse Interleaving
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    Chapter 21 Direction of Arrive Estimation in Spherical Harmonic Domain Using Super Resolution Approach
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    Chapter 22 Adaptive Mainlobe Interference Suppression in Sparse Distributed Array Radar Based on Synthetic Wideband Signal
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    Chapter 23 Wideband MIMO Radar Waveform Optimization Based on Dynamic Adjustment of Signal Bandwidth
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    Chapter 24 Learning Algorithm for Tracking Hypersonic Targets in Near Space
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    Chapter 25 Coherent Integration Algorithm for Weak Maneuvering Target Detection in Passive Radar Using Digital TV Signals
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    Chapter 26 High-Resolution Sparse Representation of Micro-Doppler Signal in Sparse Fractional Domain
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    Chapter 27 Estimating of RCS of Ionosphere for High Frequency Surface Wave Radar
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    Chapter 28 Joint Mode Selection and Beamformer Optimization for Full-Duplex Cellular Systems
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    Chapter 29 Construction of Emergency Communication Network with Multi Constraints Based on Geographic Information
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    Chapter 30 Design of Turntable Servo Control System Based on Sliding Mode Control Algorithm
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    Chapter 31 Joint Power Allocation and Relay Grouping for Large MIMO Relay Network with Successive Relaying Protocol
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    Chapter 32 Generation of Low Power SSIC Sequences
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    Chapter 33 Intrusion Detection with Tree-Based Data Mining Classification Techniques by Using KDD
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    Chapter 34 Night Time Image Enhancement by Improved Nonlinear Model
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    Chapter 35 Research on Non-contact Heart Rate Detection Algorithm
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    Chapter 36 Lorentzian Norm Based Super-Resolution Reconstruction of Brain MRI Image
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    Chapter 37 A Virtual Channel Allocation Algorithm for NoC
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    Chapter 38 A Two-Layered Game Approach Based Relay’s Source Selection and Power Control for Wireless Cooperative Networks
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    Chapter 39 A Novel Method of Flight Target Altitude Attributes Identification for HFSWR
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    Chapter 40 A Minimum Spanning Tree Clustering Algorithm Inspired by P System
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    Chapter 41 Transfer Learning Method for Convolutional Neural Network in Automatic Modulation Classification
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    Chapter 42 Pulse Compression Analysis for OFDM-Based Radar-Radio Systems
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    Chapter 43 Implementation of Video Abstract Algorithm Based on CUDA
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    Chapter 44 Realization of Traffic Video Surveillance on DM3730 Chip
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    Chapter 45 Fertilization Forecasting Algorithm Based on Improved BP Neural Network
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    Chapter 46 Green Resource Allocation in Intelligent Software Defined NOMA Networks
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    Chapter 47 An Algorithm for Chaotic Masking and Its Blind Extraction of Image Information in Positive Definite System
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    Chapter 48 Instruction Detection in SCADA/Modbus Network Based on Machine Learning
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    Chapter 49 A Joint Source-Channel Error Protection Transmission Scheme Based on Compressed Sensing for Space Image Transmission
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    Chapter 50 Local Density Estimation Based on Velocity and Acceleration Aware in Vehicular Ad-Hoc Networks
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    Chapter 51 Research on Millimeter Wave Communication Interference Suppression of UAV Based on Beam Optimization
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    Chapter 52 Global Dynamic One-Step-Prediction Resource Allocation Strategy for Space Stereo Multi-layer Data Asymmetric Scale-Free Network
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    Chapter 53 Machine Learning Based Key Performance Index Prediction Methods in Internet of Industry
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    Chapter 54 An Auction-Gaming Based Routing Model for LEO Satellite Networks
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    Chapter 55 Parameters Estimation of Precession Cone Target Based on Micro-Doppler Spectrum
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    Chapter 56 Automated Flowering Time Prediction Using Data Mining and Machine Learning
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    Chapter 57 Spatial Crowdsourcing-Based Sensor Node Localization in Internet of Things Environment
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    Chapter 58 Influence of Inter-channel Error Distribution on Mismatch in Time-Interleaved Pipelined A/D Converter
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    Chapter 59 Distributed Joint Channel-Slot Selection for Multi-UAV Networks: A Game-Theoretic Learning Approach
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    Chapter 60 Ship Detection in SAR Using Extreme Learning Machine
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    Chapter 61 Obtaining Ellipse Common Tangent Line Equations by the Rolling Tangent Line Method
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    Chapter 62 On Sampling of Bandlimited Graph Signals
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    Chapter 63 Data Association Based Passive Localization in Complex Multipath Scenario
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    Chapter 64 Design and Implementation of Multi-channel Burst Frame Detector
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    Chapter 65 Research on Cache Placement in ICN
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    Chapter 66 The Digital Chaos Cover Transport and Blind Extraction of Speech Signal
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    Chapter 67 A Multi-frame Image Speckle Denoising Method Based on Compressed Sensing Using Tensor Model
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    Chapter 68 Frequency-Hopped Space-Time Coded OFDM over Time-Varying Multipath Channel
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    Chapter 69 Dynamic Characteristic Analysis for Complexity of Continuous Chaotic Systems Based on the Algorithms of SE Complexity and C0 Complexity
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    Chapter 70 Design and Implemention of an Emulation Node for Space Network Protocol Testing
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    Chapter 71 Optimization Spiking Neural P System for Solving TSP
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Title
Machine Learning and Intelligent Communications
Published by
Springer International Publishing, January 2018
DOI 10.1007/978-3-319-73447-7
ISBNs
978-3-31-973447-7, 978-3-31-973446-0
Editors

Xuemai Gu, Gongliang Liu, Bo Li

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