Wireless Algorithms, Systems, and Applications

Table of Contents

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   Book Overview
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   Chapter 1 Unsupervised Deep Learning-Based Hybrid Beamforming in Massive MISO Systems
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   Chapter 2 An Adaptive BSCO Algorithm of Solid Color Optimization for 3D Reconstruction System with PIFuHD
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   Chapter 3 RF-Line: RFID-Based Line Crossing Detection
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   Chapter 4 Joint Beamforming and Deployment Optimization for UAV-Assisted Maritime Monitoring Networks
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   Chapter 5 A Monte Carlo Algorithm Based on Stochastic Geometry for Simulating Satellite Systems Interference
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   Chapter 6 An Efficient Interference Calculation Model Based on Large Scale Constellations Probabilistic Analysis
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   Chapter 7 FedALP: An Adaptive Layer-Based Approach for Improved Personalized Federated Learning
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   Chapter 8 Recovering the Weights of Convolutional Neural Network via Chosen Pixel Horizontal Power Analysis
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    Chapter 9 MineSOS: Long-Range LoRa-Based Distress Gesture Sensing for Coal Mine Rescue
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    Chapter 10 Weighted Data Loss Minimization in UAV Enabled Wireless Sensor Networks
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    Chapter 11 Robust Adaptive Cubature Kalman Filter for Attitude Determination in Wearable Inertial Sensor Networks
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    Chapter 12 Research on the Effect of BBR Delay Detection Interval in TCP Transmission Competition on Heterogeneous Wireless Networks
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    Chapter 13 BatMapper-Plus: Smartphone-Based Multi-level Indoor Floor Plan Construction via Acoustic Ranging and Inertial Sensing
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    Chapter 14 Prediction of Cancellation Probability of Online Car-Hailing Orders Based on Multi-source Heterogeneous Data Fusion
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    Chapter 15 FedGAN: A Federated Semi-supervised Learning from Non-IID Data
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    Chapter 16 DEANet: A Real-Time Image Semantic Segmentation Method Based on Dual Efficient Attention Mechanism
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    Chapter 17 A Deep Learning Approach Based on Continuous Wavelet Transform Towards Fall Detection
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    Chapter 18 Data Collection of IoT Devices with Different Priorities Using a Fleet of UAVs
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    Chapter 19 Cross-Model Operator Batching for Neural Network Architecture Search
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    Chapter 20 Reliability-Aware Comprehensive Routing and Scheduling in Time-Sensitive Networking
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    Chapter 21 Fundamental Analysis of 3D 6G-Localization Using Reconfigurable Intelligent Surface
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    Chapter 22 UltrasonicG: Highly Robust Gesture Recognition on Ultrasonic Devices
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    Chapter 23 Joint Federated Learning and Reinforcement Learning for Maritime Ad Hoc Networks: An Integration of Personalized Collaborative Route Planning
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    Chapter 24 LF-DWNet: Robust Depth Estimation Network for Light Field with Disparity Warping
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    Chapter 25 Toward Multi-sided Fairness: A Fairness-Aware Order Dispatch System for Instant Delivery Service
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    Chapter 26 HeadTracker: Fine-Grained Head Orientation Tracking System Based on Headphones
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    Chapter 27 Kalman Filter Algorithm Based on Sheep Herding Optimization
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    Chapter 28 Target Detection Algorithm Based on Feature Optimization and Sample Equalization
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    Chapter 29 SBA-GT: A Secure Bandwidth Allocation Scheme with Game Theory for UAV-Assisted VANET Scenarios
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    Chapter 30 FSI: A FTM Calibration Method Using Wi-Fi Physical Layer Information
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    Chapter 31 Low-Poisoning Rate Invisible Backdoor Attack Based on Important Neurons
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    Chapter 32 A Multimodal Deep Fusion Network for Mobile Traffic Classification
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    Chapter 33 Pick-Up Point Recommendation Using Users’ Historical Ride-Hailing Orders
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    Chapter 34 DP-Opt: Identify High Differential Privacy Violation by Optimization
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    Chapter 35 A Fast Direct Position Determination with Embedded Convolutional Neural Network
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    Chapter 36 GCD-Filter: Private Set Intersection Without Encryption
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    Chapter 37 Incorporating Self Attention Mechanism into Semantic Segmentation for Lane Detection
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    Chapter 38 Enhancing Efficiency and Quality of Image Caption Generation with CARU
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    Chapter 39 IMBR: Interactive Multi-relation Bundle Recommendation with Graph Neural Network
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    Chapter 40 A Privacy Preserving and Format-Checkable E-voting Scheme
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    Chapter 41 LogLR: A Log Anomaly Detection Method Based on Logical Reasoning
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    Chapter 42 A Software Security Entity Relationships Prediction Framework Based on Knowledge Graph Embedding Using Sentence-Bert
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    Chapter 43 A Secure Task Matching Scheme in Crowdsourcing Based on Blockchain
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    Chapter 44 Dropout-Based Ensemble Dual Discriminator for Cross-Domain Sentiment Classification
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    Chapter 45 CNsum: Automatic Summarization for Chinese News Text
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    Chapter 46 Higher Layers, Better Results: Application Layer Feature Engineering in Encrypted Traffic Classification
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    Chapter 47 P-LFA: A Novel LFA-Based Percolation Fast Rerouting Mechanism
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    Chapter 48 PU_Bpub: High-Dimensional Data Release Mechanism Based on Spectral Clustering with Local Differential Privacy
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    Chapter 49 R-TDBF: An Environmental Adaptive Method for RFID Redundant Data Filtering
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    Chapter 50 Users’ Departure Time Prediction Based on Light Gradient Boosting Decision Tree
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    Chapter 51 Accurate Contact-Free Material Recognition with Millimeter Wave and Machine Learning
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    Chapter 52 Subcarrier Index Modulation Aided Non-Coherent Chaotic Communication System for Underwater Acoustic Communications
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    Chapter 53 Constrained Graph Convolution Networks Based on Graph Enhancement for Collaborative Filtering
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    Chapter 54 Network Intrusion Detection Based on Hybrid Neural Network