Distributed Learning for Vehicle Routing Decision in Software Defined Internet of Vehicles

[1]  Min Chen,et al.  Cognitive Internet of Vehicles , 2018, Comput. Commun..

[2]  Weiming Shen,et al.  Agent-Oriented Cooperative Smart Objects: From IoT System Design to Implementation , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[3]  Jianmin Duan,et al.  Implementation of path planning method of intelligent vehicle based on MapX , 2014, The 26th Chinese Control and Decision Conference (2014 CCDC).

[4]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[5]  Gopinath Selvaraj,et al.  Path planning using state lattice for autonomous vehicle , 2017, 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy).

[6]  Yuxi Li,et al.  Deep Reinforcement Learning: An Overview , 2017, ArXiv.

[7]  Mohsen Guizani,et al.  Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network , 2017, IEEE Transactions on Big Data.

[8]  Jingyu Wang,et al.  Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach , 2019, IEEE Transactions on Vehicular Technology.

[9]  Bo Chen,et al.  A Multi-Vehicle Cooperative Routing Method Based on Evolutionary Game Theory , 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

[10]  M. Shamim Hossain,et al.  Localization Based on Social Big Data Analysis in the Vehicular Networks , 2017, IEEE Transactions on Industrial Informatics.

[11]  Hossam S. Hassanein,et al.  iRouteSafe: Personalized Cloud-Based Route Planning Based on Risk Profiles of Drivers , 2019, 2019 IEEE Globecom Workshops (GC Wkshps).

[12]  Parisa Heidari,et al.  Edge-Enabled V2X Service Placement for Intelligent Transportation Systems , 2020, IEEE Transactions on Mobile Computing.

[13]  Kai Lin,et al.  Vehicle Route Selection Based on Game Evolution in Social Internet of Vehicles , 2018, IEEE Internet of Things Journal.

[14]  Nan Cheng,et al.  Software-Defined Cooperative Data Sharing in Edge Computing Assisted 5G-VANET , 2021, IEEE Transactions on Mobile Computing.

[15]  Laurence T. Yang,et al.  UAV-Empowered Edge Computing Environment for Cyber-Threat Detection in Smart Vehicles , 2018, IEEE Network.

[16]  Giancarlo Fortino,et al.  Autonomic computation offloading in mobile edge for IoT applications , 2019, Future Gener. Comput. Syst..

[17]  Shaohua Wan,et al.  A Computation Offloading Method for Edge Computing With Vehicle-to-Everything , 2019, IEEE Access.

[18]  J. Murphy,et al.  A comparative study of vehicles' routing algorithms for route planning in smart cities , 2012, 2012 First International Workshop on Vehicular Traffic Management for Smart Cities (VTM).

[19]  Jason Weston,et al.  Curriculum learning , 2009, ICML '09.

[20]  M. Shamim Hossain,et al.  Edge Intelligence in the Cognitive Internet of Things: Improving Sensitivity and Interactivity , 2019, IEEE Network.

[21]  Aniko Vagner Intelligent route planning system for car drivers in a city , 2015, 2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom).

[22]  Weinan Gao,et al.  Distributed predictive cruise control based on reinforcement learning and validation on microscopic traffic simulation , 2020 .

[23]  Xiaojiang Du,et al.  A Distributed Deep Learning System for Web Attack Detection on Edge Devices , 2020, IEEE Transactions on Industrial Informatics.

[24]  Jianhua Li,et al.  Edge-MapReduce-Based Intelligent Information-Centric IoV: Cognitive Route Planning , 2019, IEEE Access.

[25]  Reza Malekian,et al.  Fog Computing for Detecting Vehicular Congestion, an Internet of Vehicles Based Approach: A Review , 2019, IEEE Intelligent Transportation Systems Magazine.

[26]  Amir Khajepour,et al.  A Potential Field-Based Model Predictive Path-Planning Controller for Autonomous Road Vehicles , 2017, IEEE Transactions on Intelligent Transportation Systems.

[27]  Weiping Fu,et al.  A Hybrid Path Planning Algorithm Based on Simulated Annealing Particle Swarm for The Self-driving Car , 2018, 2018 International Computers, Signals and Systems Conference (ICOMSSC).

[28]  Min Chen,et al.  Enhanced Fingerprinting and Trajectory Prediction for IoT Localization in Smart Buildings , 2016, IEEE Transactions on Automation Science and Engineering.

[29]  M. Shamim Hossain,et al.  Heterogeneous Information Network-Based Content Caching in the Internet of Vehicles , 2019, IEEE Transactions on Vehicular Technology.

[30]  Giancarlo Fortino,et al.  Clustering-Learning-Based Long-Term Predictive Localization in 5G-Envisioned Internet of Connected Vehicles , 2021, IEEE Transactions on Intelligent Transportation Systems.

[31]  Zhiyang Ju,et al.  Distributed Deception Attack Detection in Platoon-Based Connected Vehicle Systems , 2020, IEEE Transactions on Vehicular Technology.

[32]  Ashley Hall,et al.  MPCA SGD—A Method for Distributed Training of Deep Learning Models on Spark , 2018, IEEE Transactions on Parallel and Distributed Systems.

[33]  Bart De Schutter,et al.  Hierarchical Game Theory for System-Optimal Control: Applications of Reverse Stackelberg Games in Regulating Marketing Channels and Traffic Routing , 2017, IEEE Control Systems.

[34]  K. B. Letaief,et al.  Mobile Edge Intelligence and Computing for the Internet of Vehicles , 2019, Proceedings of the IEEE.

[35]  Eryk Dutkiewicz,et al.  Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks , 2018, IEEE Wireless Communications Letters.

[36]  Yixue Hao,et al.  Label-less Learning for Emotion Cognition , 2020, IEEE Transactions on Neural Networks and Learning Systems.

[37]  Giancarlo Fortino,et al.  Modelling and simulation of Opportunistic IoT Services with Aggregate Computing , 2019, Future Gener. Comput. Syst..

[38]  Quan Yuan,et al.  An Edge-Assisted Vehicle Routing Method Based on Game-Theoretic Multiagent Learning , 2019, 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS).

[39]  S. Ramesh,et al.  Cloud-assisted control of ground vehicles using adaptive computation offloading techniques , 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[40]  Long Hu,et al.  Intelligent Traffic Adaptive Resource Allocation for Edge Computing-Based 5G Networks , 2020, IEEE Transactions on Cognitive Communications and Networking.