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Product details:
- ISBN-10 : 3319734474
- ISBN-13 : 9783319734477
- Author: Xuemai Gu
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.
Table of contents:
Intelligent Resource Allocation in Wireless and Cloud Networks
The Application of Equivalent Mean Square Error Method in Scalable Video Perceptual Quality
Spectrum Allocation in Cognitive Radio Networks by Hybrid Analytic Hierarchy Process and Graph Coloring Theory
Spectrum Pricing in Condition of Normally Distributed User Preference
Allocation Optimization Based on Multi-population Genetic Algorithm for D2D Communications in Multi-services Scenario
Agricultural IoT System Based on Image Processing and Cloud Platform Technology
Extension of 2FSK Signal Detection Utilizing Duffing Oscillator
An Efficient DOA Estimation and Network Sorting Algorithm for Multi-FH Signals
Study on Correlation Properties of Complementary Codes and the Design Constraints of Complementary Coded CDMA Systems
A Novel Structure Digital Receiver
Analysis of Passive Intermodulation Effect on OFDM Frame Synchronization
Variable Tap-Length Multiuser Detector for Underwater Acoustic Communication
Two-Phase Prototype Filter Design for FBMC Systems
A Fine Carrier Phase Recovery Method for 32APSK
Intelligent Radar Signal Processing
Interferometric-Processing Based Small Space Debris Imaging
Sparse Representation Based SAR Imaging Using Combined Dictionary
Parametric Sparse Recovery and SFMFT Based M-D Parameter Estimation with the Translational Component
A New Radar Detection Effectiveness Estimation Method Based on Deep Learning
A Novel Parameter Determination Method for Lq Regularization Based Sparse SAR Imaging
Downward-Looking Sparse Linear Array Synthetic Aperture Radar 3-D Imaging Method Based on CS-MUSIC
Adaptive Scheduling Algorithm for ISAR Imaging Radar Based on Pulse Interleaving
Direction of Arrive Estimation in Spherical Harmonic Domain Using Super Resolution Approach
Adaptive Mainlobe Interference Suppression in Sparse Distributed Array Radar Based on Synthetic Wideband Signal
Wideband MIMO Radar Waveform Optimization Based on Dynamic Adjustment of Signal Bandwidth
Learning Algorithm for Tracking Hypersonic Targets in Near Space
Coherent Integration Algorithm for Weak Maneuvering Target Detection in Passive Radar Using Digital TV Signals
High-Resolution Sparse Representation of Micro-Doppler Signal in Sparse Fractional Domain
Estimating of RCS of Ionosphere for High Frequency Surface Wave Radar
Intelligent Cooperative Communications and Networking
Joint Mode Selection and Beamformer Optimization for Full-Duplex Cellular Systems
Construction of Emergency Communication Network with Multi Constraints Based on Geographic Information
Design of Turntable Servo Control System Based on Sliding Mode Control Algorithm
Joint Power Allocation and Relay Grouping for Large MIMO Relay Network with Successive Relaying Protocol
The Second Round
Generation of Low Power SSIC Sequences
Intrusion Detection with Tree-Based Data Mining Classification Techniques by Using KDD
Night Time Image Enhancement by Improved Nonlinear Model
Research on Non-contact Heart Rate Detection Algorithm
Lorentzian Norm Based Super-Resolution Reconstruction of Brain MRI Image
A Virtual Channel Allocation Algorithm for NoC
A Two-Layered Game Approach Based Relay’s Source Selection and Power Control for Wireless Cooperative Networks
A Novel Method of Flight Target Altitude Attributes Identification for HFSWR
A Minimum Spanning Tree Clustering Algorithm Inspired by P System
Transfer Learning Method for Convolutional Neural Network in Automatic Modulation Classification
Pulse Compression Analysis for OFDM-Based Radar-Radio Systems
Implementation of Video Abstract Algorithm Based on CUDA
Realization of Traffic Video Surveillance on DM3730 Chip
Fertilization Forecasting Algorithm Based on Improved BP Neural Network
Green Resource Allocation in Intelligent Software Defined NOMA Networks
An Algorithm for Chaotic Masking and Its Blind Extraction of Image Information in Positive Definite System
Instruction Detection in SCADA/Modbus Network Based on Machine Learning
A Joint Source-Channel Error Protection Transmission Scheme Based on Compressed Sensing for Space Image Transmission
Local Density Estimation Based on Velocity and Acceleration Aware in Vehicular Ad-Hoc Networks
Research on Millimeter Wave Communication Interference Suppression of UAV Based on Beam Optimization
Global Dynamic One-Step-Prediction Resource Allocation Strategy for Space Stereo Multi-layer Data Asymmetric Scale-Free Network
Machine Learning Based Key Performance Index Prediction Methods in Internet of Industry
An Auction-Gaming Based Routing Model for LEO Satellite Networks
Parameters Estimation of Precession Cone Target Based on Micro-Doppler Spectrum
Automated Flowering Time Prediction Using Data Mining and Machine Learning
Spatial Crowdsourcing-Based Sensor Node Localization in Internet of Things Environment
Influence of Inter-channel Error Distribution on Mismatch in Time-Interleaved Pipelined A/D Converter
Distributed Joint Channel-Slot Selection for Multi-UAV Networks: A Game-Theoretic Learning Approach
Ship Detection in SAR Using Extreme Learning Machine
Obtaining Ellipse Common Tangent Line Equations by the Rolling Tangent Line Method
On Sampling of Bandlimited Graph Signals
Data Association Based Passive Localization in Complex Multipath Scenario
Design and Implementation of Multi-channel Burst Frame Detector
Research on Cache Placement in ICN
The Digital Chaos Cover Transport and Blind Extraction of Speech Signal
A Multi-frame Image Speckle Denoising Method Based on Compressed Sensing Using Tensor Model
Frequency-Hopped Space-Time Coded OFDM over Time-Varying Multipath Channel
Dynamic Characteristic Analysis for Complexity of Continuous Chaotic Systems Based on the Algorithms of SE Complexity and C0 Complexity
Design and Implemention of an Emulation Node for Space Network Protocol T
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