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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 Gun Identification Using Tensorflow
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    Chapter 2 A Research of Network Applications Classification Based on Deep Learning
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    Chapter 3 Real-Time Drone Detection Using Deep Learning Approach
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    Chapter 4 Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Mobile Edge Computing
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    Chapter 5 RFID Data-Driven Vehicle Speed Prediction Using Adaptive Kalman Filter
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    Chapter 6 Speed Prediction of High Speed Mobile Vehicle Based on Extended Kalman Filter in RFID System
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    Chapter 7 Mobility Prediction Based on POI-Clustered Data
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    Chapter 8 A Research on the Identification of Internet User Based on Deep Learning
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    Chapter 9 An Improved Constrained Least Squares Localization Algorithm in NLOS Propagating Environment
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    Chapter 10 Fast Inter Prediction Mode Decision Algorithm Based on Data Mining
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    Chapter 11 Smartphone Application Identification by Convolutional Neural Network
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    Chapter 12 Joint D2D Cooperative Relaying and Friendly Jamming Selection for Physical Layer Security
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    Chapter 13 Variable Tap-Length Blind Equalization for Underwater Acoustic Communication
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    Chapter 14 Random Sequence Generation Algorithm for Multi-chaotic Systems
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    Chapter 15 VulAware: Towards Massive-Scale Vulnerability Detection in Cyberspace
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    Chapter 16 Optimization in Cognitive Radio Networks with SWIPT-Based DF Relay
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    Chapter 17 Real-Valued Orthogonal Sequences for Ultra-low Overhead Channel Estimation in MIMO-FBMC Systems
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    Chapter 18 A Novel Spectrum Allocation Scheme in Femtocell Networks Using Improved Graph Theory
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    Chapter 19 Distributed Channel Allocation for Wireless Mesh Networks Based on Hypergraph Interference Model
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    Chapter 20 Physical Violence Detection with Movement Sensors
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    Chapter 21 Joint Resource Allocation for Wireless Energy Harvesting Based on DF Relaying
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    Chapter 22 Optimal Power Splitting of Cognitive Radio Networks with SWIPT-Enabled Relay
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    Chapter 23 Deflection Angle Detection of the Rotor and Signal Processing for a Novel Rotational Gyroscope
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    Chapter 24 Reusing Wireless Power Transfer for Backscatter-Assisted Cooperation in WPCN
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    Chapter 25 Channel Estimation in Next Generation LEO Satellite Communicastion Systems
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    Chapter 26 A Novel Approach of Semi-blind Frequency Selection for HF Regional Emergency Maneuver Communication
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    Chapter 27 A Network Coding Optimization Algorithm for Reducing Encoding Nodes
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    Chapter 28 Backscatter-Assisted Relaying in Wireless Powered Communications Network
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    Chapter 29 Energy-Efficient Power Allocation Scheme Based on Discrete-Rate Adaptive Modulation in Distributed Antenna System
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    Chapter 30 A Method of Balanced Sleep Scheduling in Renewable Wireless Sensor Networks
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    Chapter 31 Pedestrian Walking Model for Floor Plan Building Based on Crowdsourcing PDR Data
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    Chapter 32 Weight Matrix Analysis Algorithm for WLAN Indoor Positioning System
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    Chapter 33 Manifold Alignment-Based Radio Map Construction in Indoor Localization
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    Chapter 34 Research on the Contextual Information in Scene Classification
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    Chapter 35 OFDM Based SWIPT in a Two-Way Relaying Network
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    Chapter 36 Dynamic Network Access for Multi-UAV Networks: A Cloud-Assisted Learning Algorithm
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    Chapter 37 Probability-Based Routing Symmetry Metrics
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    Chapter 38 Dynamic Opportunistic Spectrum Access with Channel Bonding in Mesh Networks: A Game-Theoretic Approach
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    Chapter 39 Secrecy Performance Analysis of SWIPT System Based on OFDM Assisted Interference
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    Chapter 40 Contract Theory Based on Wireless Energy Harvesting with Transmission Performance Optimization
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    Chapter 41 Probabilistic Sorting Memory Constrained Tree Search Algorithm for MIMO System
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    Chapter 42 Uplink Transmission Scheme Based on Rateless Coding in Cloud-RAN
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    Chapter 43 Rateless Coded Downlink Transmission in Cloud Radio Access Network
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    Chapter 44 WiFi/PDR Integrated System for 3D Indoor Localization
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    Chapter 45 Highly-Available Localization Techniques in Indoor Wi-Fi Environment: A Comprehensive Survey
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    Chapter 46 Detecting Phishing Websites with Random Forest
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    Chapter 47 Detecting Digital Photo Tampering with Deep Learning
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    Chapter 48 Joint Time and Power Allocations for Uplink Nonorthogonal Multiple Access Networks
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    Chapter 49 Performance Evaluation of Ad-hoc Routing Protocols in Hybrid MANET-Satellite Network
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    Chapter 50 An Improved Quadratic Programming LLOP Algorithm for Wireless Localization
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    Chapter 51 Optimize Bundle Size in Satellite DTN Links with Markov Method
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    Chapter 52 An Efficient Method for Estimating Time Series Motif Length Using Sequitur Algorithm
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    Chapter 53 Optimal User Grouping and Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems
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    Chapter 54 Technologies and Applications of Narrowband Internet of Things
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    Chapter 55 A SAR Image Fast Stitching Algorithm Based on Machine Learning
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    Chapter 56 B2DASH: Bandwidth and Buffer-Based Dynamic Adaptive Streaming over HTTP
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    Chapter 57 ZigBee-Based Device-Free Wireless Localization in Internet of Things
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    Chapter 58 Designing of Environmental Information Acquisition and Reconstruction System Based on Compressed Sensing
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    Chapter 59 The Design of Inter-satellite Link Topology Based on Time-Slot Allocation Technology
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    Chapter 60 MOPSO Optimized Radar CBMeMBer Forward-Backward Smoothing Filter
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    Chapter 61 Study of Radar Target Range Profile Recognition Algorithm Based on Optimized Neural Network
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    Chapter 62 Resource Allocation Based Simultaneous Wireless Information and Power Transfer for Multiuser OFDM Systems
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    Chapter 63 Improved RSA Localization Based on the Lagrange Multiplier Optimization
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    Chapter 64 Particle Swarm Optimization Based Location Recommendation for D2D Communication Underlying LTE Cellular Networks
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    Chapter 65 A Dual SIS Epidemic Model for Virus Spread Analysis in Cluster-Based Wireless Sensor Networks
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    Chapter 66 Communication-Efficient Decentralized Cooperative Data Analytics in Sensor Networks
Overall attention for this book and its chapters
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Title
Machine Learning and Intelligent Communications
Published by
Springer International Publishing, November 2018
DOI 10.1007/978-3-030-00557-3
ISBNs
978-3-03-000556-6, 978-3-03-000557-3
Editors

Meng, Limin, Zhang, Yan

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 20%
Student > Bachelor 2 20%
Student > Master 2 20%
Unknown 4 40%
Readers by discipline Count As %
Computer Science 3 30%
Engineering 3 30%
Unknown 4 40%