Artificial Intelligence for Communications and Networks

Second EAI International Conference, AICON 2020, Virtual Event, December 19-20, 2020, Proceedings
Herausgegeben:Shi, Shuo; Ye, Liang; Zhang, Yu

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Enginee
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-69065-6
• 1st ed. 2021
• Seitenzahl: 624
• Erscheinungstermin: 19. Februar 2021
• Englisch
• Abmessung: 235mm x 155mm x 34mm
• Gewicht: 931g
• ISBN-13: 9783030690656
• ISBN-10: 3030690652
• Artikelnr.: 60870902

Inhaltsangabe

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.