Del 356 - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Artificial Intelligence for Communications and Networks

Second EAI International Conference, AICON 2020, Virtual Event, December 19-20, 2020, Proceedings

Häftad, Engelska, 2021

Av Shuo Shi, Liang Ye, Yu Zhang

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This book constitutes the post-conference proceedings of the Second EAI International Conference on Artificial Intelligence for Communications and Networks, AICON 2020, held in December 2020. Due to COVID-19 pandemic the conference was held virtually.The 52 full papers were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on Deep Learning/Machine Learning on Information and Signal Processing; AI in Ubiquitous Mobile Wireless Communications; AI in UAV-assisted wireless communications; Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection; Recent advances in AI and their applications in future electronic and information field.

Produktinformation

Utgivningsdatum2021-02-19
Mått155 x 235 x 34 mm
Vikt931 g
FormatHäftad
SpråkEngelska
SerieLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Antal sidor610
Upplaga21001
FörlagSpringer Nature Switzerland AG
ISBN9783030690656

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Systemvetenskap och AI inom Data och it
Hårdvara inom Data och it
Artificiell intelligens inom Data och it
Referensverk och tvärvetenskap inom Samhalle och politik

Deep Learning/Machine Learning on Information and Signal Processing.- Cell Detection and Counting Method Based on Connected Domain of Binary Image.- 2D DOA estimation based on modified compressed sensing algorithm.- Perceptual Quality Enhancement with Multi-scale Deep Learning for Video Transmission: A QoE Perspective.- Indoor Map Construction Method based on Geomagnetic Signals and Smartphones.- An improved generation method of adversarial example to deceive NLP deep learning classifiers.- Encryption analysis of different measurement matrices based on compressed sensing.- Indoor visual positioning based on image retrieval in dense connected convolutional network.- Coin Recognition Based on Physical Detection and Template Matching.- Generative Adversarial Network for Generating Time-Frequency Images.- Research on Weak Signal Detection Method Based on Duffing Oscillator in Narrowband Noise.- AI in Ubiquitous Mobile Wireless Communications Research on an Intelligent Routing Strategy forIndustrial Internet of Things.- Joint Equalization and Raptor Decoding for Underwater Acoustic Communication.- Design of Wireless Communication System for CNC Machine Tools.- Energy Efficiency Optimization for Subcarrier Allocationbased SWIPT in OFDM Communications.- Comparative Analysis of Communication Links between Earth-Moon and Earth-Mars.- Compact Miniature MIMO Array Antenna towards Millimeter Wave.- Research and Equilibrium Optimization of AODV Routing Protocol in Ad Hoc Network.- Delay Minimization in Multi-UAV Assisted Wireless Networks: A Reinforcement Learning Approach.- Trajectory Planning Based on K-means in UAV-Assisted Networks with Underlaid D2D Communications.- A Multi-source Fused Location Estimation Method for UAV Based on Machine Vision and Strapdown Inertial Navigation.- A Summary of UAV Positioning Technology in GPS Denial Environment.- Energy-Efficient Multi-UAV-Enabled Computation Offloading for Industrial Internet of Things via Deep Reinforcemnt Learning.- Smart Education: Educational Change in the age of artificial intelligence.- Campus Bullying Detecting Algorithm Based on Surveillance Video.- The Applications and Drawbacks of Emerging AI Framework in online education field.- AI Application In Education.- The Future Development of Education in the Era of Artificial Intelligence.- Dormitory Management System Based on Face Recognition.- Factors Affecting Students’ Flow Experience of E-learning System In Higher Vocational Education Using UTAUT and Structural Equation Modeling Approaches.- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection.- Low altitude target detection technology based on 5G base station.- Review of Research on Gesture Recognition Based on Radar Technology.- Analysis of The Influence of Convolutional Layer in Deep Convolutional Neural Network on SAR Target Recognition.- A Real-time Two-stage Detector for Static Monitor using GMM for Region Proposal.- An Optimized Lee Filter Denoising Method Based on EIP Correction.- Research on Azimuth Measurement Method of CCD Camera Based on Computer 3D Vision System.- An Overspeed Capture System Based on Radar Speed Measurement and Vehicle Recognition.- Study on Elevation Estimation of Low-angle Target in Meter-wave Radar Based on Machine-Learning.- Target Registration Based on Fusing Features of Visible and Two Wave Bands Infrared Images.- Deep Learning based Target Activity Recognition Using FMCW Radar.- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection; Recent advances in AI and their applications in future electronic and information field.- A visible light indoor location system based on Lambert optimization model RSS fingerprint database algorithm.- A Target detection algorithm based on Faster R-CNN.- Evaluating Recursive Backtracking Depth-first Search Algorithm in Unknown Search Space for Self-Learning Path Finding Robot.- FTEI: A Fault Tolerance Model of FPGA with Endogenous Immunity.- The Design Of An Intelligent Monitoring System For Human Action.- Coding Technology of Building Space Marking Position.- Maximum Power Output Control Method of Photovoltaic for Parallel Inverter System Based on Droop Control.- An OOV Recognition Based Approach to Detecting Sensitive Information in Dialogue Texts of Electric Power.