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IEEE Transactions on Intelligent Transportation Systems, Volume 23
Volume 23, Number 1, January 2022
- Azim Eskandarian
:
Scanning the Issue. 2-10 - Ammar Haydari, Yasin Yilmaz
:
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey. 11-32 - Sajjad Mozaffari
, Omar Y. Al-Jarrah
, Mehrdad Dianati
, Paul A. Jennings, Alexandros Mouzakitis:
Deep Learning-Based Vehicle Behavior Prediction for Autonomous Driving Applications: A Review. 33-47 - Palwasha W. Shaikh
, Mohammed El-Abd
, Mounib Khanafer
, Kaizhou Gao
:
A Review on Swarm Intelligence and Evolutionary Algorithms for Solving the Traffic Signal Control Problem. 48-63 - Sarang Thombre
, Zheng Zhao
, Henrik Ramm-Schmidt, José M. Vallet Garcia, Tuomo Malkamäki, Sergey Nikolskiy
, Toni Hammarberg
, Hiski Nuortie
, Mohammad Zahidul H. Bhuiyan
, Simo Särkkä
, Ville V. Lehtola
:
Sensors and AI Techniques for Situational Awareness in Autonomous Ships: A Review. 64-83 - Yulin Lan
, Fa-Gui Liu
, Zhixing Huang
, Wing W. Y. Ng
, Jinghui Zhong
:
Two-Echelon Dispatching Problem With Mobile Satellites in City Logistics. 84-96 - Sara Hernández Sánchez
, Rubén Fernández Pozo
, Luis Alfonso Hernández Gómez:
Driver Identification and Verification From Smartphone Accelerometers Using Deep Neural Networks. 97-109 - Chao Cheng
, Jiuhe Wang
, Zhi-Jie Zhou
, Wanxiu Teng
, Zhongbo Sun
, Bangcheng Zhang
:
A BRB-Based Effective Fault Diagnosis Model for High-Speed Trains Running Gear Systems. 110-121 - Linheng Li
, Jing Gan
, Xinkai Ji
, Xu Qu, Bin Ran:
Dynamic Driving Risk Potential Field Model Under the Connected and Automated Vehicles Environment and Its Application in Car-Following Modeling. 122-141 - Mark Richard Wilby, Ana Belén Rodríguez-González
, Rubén Fernández Pozo
, Juan José Vinagre-Díaz
:
Short-Term Prediction of Level of Service in Highways Based on Bluetooth Identification. 142-151 - Guiyuan Jiang
, Siew-Kei Lam
, Peilan He
, Changhai Ou
, Dihao Ai
:
A Multi-Scale Attributes Attention Model for Transport Mode Identification. 152-164 - Yan Tian
, Tao Chen, Guohua Cheng
, Shihao Yu, Xi Li
, Jianyuan Li, Bailin Yang:
Global Context Assisted Structure-Aware Vehicle Retrieval. 165-174 - Sheng Lin
, Ruidong Fan, Ding Feng, Chao Yang, Qi Wang
, Shibin Gao
:
Condition-Based Maintenance for Traction Power Supply Equipment Based on Partially Observable Markov Decision Process. 175-189 - Andoni Cortés
, Clemente Rodríguez, Gorka Vélez
, Javier Barandiarán
, Marcos Nieto
:
Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets. 190-199 - Chen Chen
, Lei Liu, Tie Qiu
, Jiange Jiang, Qingqi Pei
, Houbing Song
:
Routing With Traffic Awareness and Link Preference in Internet of Vehicles. 200-214 - Xuan Yuwen
, Long Chen
, Fengjun Yan, Hui Zhang
, Jianlin Tang, Bin Tian
, Yunfeng Ai
:
Improved Vehicle LiDAR Calibration With Trajectory-Based Hand-Eye Method. 215-224 - Zhaowei Qu
, Haitao Li
, Zhihui Li, Zhong Tao:
Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid Network. 225-235 - Yu Wang
, Shengjie Zhao
, Rongqing Zhang
, Xiang Cheng
, Liuqing Yang
:
Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion. 236-248 - Rui-Guo Li
, Huai-Ning Wu
:
Multi-Robot Source Location of Scalar Fields by a Novel Swarm Search Mechanism With Collision/Obstacle Avoidance. 249-264 - Prithvi S. Acharya
, H. Scott Matthews
, Paul S. Fischbeck:
Data-Driven Models Support a Vision for Over-the-Air Vehicle Emission Inspections. 265-279 - Amie R. Albrecht
, Phil G. Howlett
, Peter J. Pudney
:
Optimal Driving Strategies for Two Successive Trains on Level Track With Safe Separation. 280-295 - Gibran Benitez-Garcia
, Muhammad Haris, Yoshiyuki Tsuda
, Norimichi Ukita
:
Continuous Finger Gesture Spotting and Recognition Based on Similarities Between Start and End Frames. 296-307 - Guangming Wang
, Chi Zhang, Hesheng Wang
, Jingchuan Wang
, Yong Wang, Xinlei Wang:
Unsupervised Learning of Depth, Optical Flow and Pose With Occlusion From 3D Geometry. 308-320 - Ruijin Liu
, Zejian Yuan
, Tie Liu
:
Learning TBox With a Cascaded Anchor-Free Network for Vehicle Detection. 321-332 - Hong Wang
, Meixin Zhu, Wanshi Hong
, Chieh Wang
, Gang Tao
, Yinhai Wang
:
Optimizing Signal Timing Control for Large Urban Traffic Networks Using an Adaptive Linear Quadratic Regulator Control Strategy. 333-343 - Binbin Jing
, Yongjie Lin
, Yanfang Shou, Kai Lu
, Jianmin Xu
:
Pband: A General Signal Progression Model With Phase Optimization Along Urban Arterial. 344-354 - Yun Meng
, Xinyi Liu, Liang Dai, He Huang:
Graph Similarity-Based Maximum Stable Subgraph Extraction of Information Topology From a Vehicular Network. 355-367 - Junwei Liang
, Maode Ma
:
FS-MOEA: A Novel Feature Selection Algorithm for IDSs in Vehicular Networks. 368-382 - Árpád Török
, Zsolt Szalay
, Balázs Sághi:
New Aspects of Integrity Levels in Automotive Industry-Cybersecurity of Automated Vehicles. 383-391 - Li Tang, Qing He
, Dingsu Wang, Chunming Qiao:
Multi-Modal Traffic Signal Control in Shared Space Street. 392-403 - Jin Liu
, Naiqi Wu
, Yan Qiao
, Zhiwu Li:
Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on Deep Belief Networks. 404-417 - Tobias Skovgaard Jepsen
, Christian S. Jensen
, Thomas Dyhre Nielsen
:
Relational Fusion Networks: Graph Convolutional Networks for Road Networks. 418-429 - Deepak Saluja
, Rohit Singh
, Nitin Saluja
, Suman Kumar
:
Energy-Efficient Strategy for Improving Coverage and Rate Using Hybrid Vehicular Networks. 430-443 - C. L. Philip Chen
, Bingshu Wang
:
Random-Positioned License Plate Recognition Using Hybrid Broad Learning System and Convolutional Networks. 444-456 - Ji Liu
, Carlyna Bondiombouy
, Lei Mo
, Patrick Valduriez
:
Two-Phase Scheduling for Efficient Vehicle Sharing. 457-470 - Tobias Straub
, Michael Frey
, Frank Gauterin
:
Learning From the Fleet: Map Attributes for Energetic Representation of Driving Profiles. 471-482 - Wenwei Yue
, Changle Li
, Shangbo Wang
, Zhigang Xu
, Guoqiang Mao:
Towards Enhanced Recovery and System Stability: Analytical Solutions for Dynamic Incident Effects in Road Networks. 483-498 - Shiyao Zhang
, Ka-Cheong Leung
:
Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms. 499-512 - Zhengyao Yu
, Guanhao Xu
, Vikash V. Gayah
, Eleni Christofa
:
Incorporating Phase Rotation Into a Person-Based Signal Timing Optimization Algorithm. 513-521 - Yi Guo, Jiaqi Ma
, Edward M. Leslie
, Zhitong Huang:
Evaluating the Effectiveness of Integrated Connected Automated Vehicle Applications Applied to Freeway Managed Lanes. 522-536 - Yi Xiao
, Felipe Codevilla, Akhil Gurram
, Onay Urfalioglu, Antonio M. López
:
Multimodal End-to-End Autonomous Driving. 537-547 - Manuel S. Seet
, Jonathan Harvy
, Rohit Bose
, Andrei Dragomir
, Anastasios Bezerianos
, Nitish V. Thakor
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Differential Impact of Autonomous Vehicle Malfunctions on Human Trust. 548-557 - Xiao Chen
, Jie Ding
, Zhenyu Lu
:
A Decentralized Trust Management System for Intelligent Transportation Environments. 558-571 - Weitiao Wu
, Yue Lin
, Ronghui Liu, Yaohui Li, Yi Zhang, Changxi Ma
:
Online EV Charge Scheduling Based on Time-of-Use Pricing and Peak Load Minimization: Properties and Efficient Algorithms. 572-586 - Xiaofeng Liu
, Yunhong Lu, Xiongchang Liu
, Song Bai, Site Li, Jane You
:
Wasserstein Loss With Alternative Reinforcement Learning for Severity-Aware Semantic Segmentation. 587-596 - Mahdi Saki
, Mehran Abolhasan
, Justin Lipman
, Abbas Jamalipour
:
Mobility Model for Contact-Aware Data Offloading Through Train-to-Train Communications in Rail Networks. 597-609 - Wenshuo Wang
, Weiyang Zhang
, Jiacheng Zhu, Ding Zhao
:
Understanding V2V Driving Scenarios Through Traffic Primitives. 610-619 - Thales Teixeira de Almeida
, Lucas de C. Gomes
, Fernando Molano Ortiz
, José Geraldo Ribeiro Júnior
, Luís Henrique M. K. Costa
:
Comparative Analysis of a Vehicular Safety Application in NS-3 and Veins. 620-629 - Rui Huang
, Yan Wang, Zijian Li, Zeyu Lei, Yu-Fan Xu:
RF-DCM: Multi-Granularity Deep Convolutional Model Based on Feature Recalibration and Fusion for Driver Fatigue Detection. 630-640 - Tinghan Wang
, Yugong Luo, Jinxin Liu
, Rui Chen, Keqiang Li
:
End-to-End Self-Driving Approach Independent of Irrelevant Roadside Objects With Auto-Encoder. 641-650 - Han Liu
, Jian Wang, Yanfeng Ouyang
:
Resource Planning Under Hypercube Queuing Equilibrium With Server Disruptions and Cooperative Dispatches. 651-662 - Duo Wang
, Rifat Sipahi
:
Stability of a Large-Scale Connected Vehicle Network in Ring Configuration and With Multiple Delays. 663-667
Volume 23, Number 2, February 2022
- Azim Eskandarian:
Scanning the Issue. 670-682 - Mahdi Dibaei
, Xi Zheng
, Youhua Xia
, Xiwei Xu
, Alireza Jolfaei
, Ali Kashif Bashir
, Usman Tariq
, Dongjin Yu
, Athanasios V. Vasilakos
:
Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey. 683-700 - Md. Noor-A-Rahim
, Zi Long Liu
, Haeyoung Lee
, G. G. Md. Nawaz Ali
, Dirk Pesch
, Pei Xiao
:
A Survey on Resource Allocation in Vehicular Networks. 701-721 - Yaodong Cui, Ren Chen, Wenbo Chu
, Long Chen
, Daxin Tian
, Ying Li
, Dongpu Cao
:
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review. 722-739 - Szilárd Aradi
:
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles. 740-759 - Gerhard Huber
, Klaus Bogenberger
, Hans van Lint
:
Optimization of Charging Strategies for Battery Electric Vehicles Under Uncertainty. 760-776 - Azita Dabiri
, Andreas Hegyi
, Serge P. Hoogendoorn:
Optimized Speed Trajectories for Cyclists, Based on Personal Preferences and Traffic Light Information-A Stochastic Dynamic Programming Approach. 777-793 - Chizhan Zhang
, Fenghua Zhu
, Xiao Wang
, Leilei Sun
, Haina Tang, Yisheng Lv
:
Taxi Demand Prediction Using Parallel Multi-Task Learning Model. 794-803 - Mariam Zouari
, Nesrine Baklouti
, Javier J. Sánchez Medina
, Habib M. Kammoun
, Mounir Ben Ayed
, Adel M. Alimi
:
PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance. 804-818 - Yang Liu
, Samitha Samaranayake:
Proactive Rebalancing and Speed-Up Techniques for On-Demand High Capacity Ridesourcing Services. 819-826 - Zengwei Zheng
, Mingxuan Zhou
, Yuanyi Chen
, Meimei Huo
, Lin Sun
, Sha Zhao
, Dan Chen
:
A Fused Method of Machine Learning and Dynamic Time Warping for Road Anomalies Detection. 827-839 - Shengzhe Dai
, Zhiheng Li
, Li Li
, Nanning Zheng
, Shuofeng Wang
:
A Flexible and Explainable Vehicle Motion Prediction and Inference Framework Combining Semi-Supervised AOG and ST-LSTM. 840-860 - S. M. Osman Gani
, Yaser P. Fallah, Hariharan Krishnan:
Robust and Scalable V2V Safety Communication Based on the SAE J2945/1 Standard. 861-872 - Umman Mahir Yildirim
, Bülent Çatay
:
An Enhanced Network-Consistent Travel Speed Generation Scheme on Time-Dependent Shortest Path and Routing Problems. 873-884 - Júnior Anderson Rodrigues da Silva
, Iago Pachêco Gomes
, Denis Fernando Wolf
, Valdir Grassi Jr.
:
Sparse Road Network Model for Autonomous Navigation Using Clothoids. 885-898 - Penglin Dai
, Kaiwen Hu, Xiao Wu
, Huanlai Xing
, Fei Teng
, Zhaofei Yu
:
A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks. 899-911 - Zhongsheng Hou
, Ting Lei
:
Constrained Model Free Adaptive Predictive Perimeter Control and Route Guidance for Multi-Region Urban Traffic Systems. 912-924 - Jae-Hyung Jung
, Jaehyuck Cha
, Jae Young Chung
, Tae Ihn Kim, Myung Hwan Seo
, Sang Yeon Park
, Jong Yun Yeo, Chan Gook Park
:
Monocular Visual-Inertial-Wheel Odometry Using Low-Grade IMU in Urban Areas. 925-938 - Farzam Tajdari
, Claudio Roncoli
, Markos Papageorgiou
:
Feedback-Based Ramp Metering and Lane-Changing Control With Connected and Automated Vehicles. 939-951 - Liang Feng
, Yuxiao Huang
, Ivor W. Tsang
, Abhishek Gupta
, Ke Tang
, Kay Chen Tan
, Yew-Soon Ong
:
Towards Faster Vehicle Routing by Transferring Knowledge From Customer Representation. 952-965 - Nengchao Lyu
, Jiaqiang Wen, Zhicheng Duan, Chaozhong Wu:
Vehicle Trajectory Prediction and Cut-In Collision Warning Model in a Connected Vehicle Environment. 966-981 - Chengju Zhou
, Meiqing Wu, Siew-Kei Lam
:
A Unified Multi-Task Learning Architecture for Fast and Accurate Pedestrian Detection. 982-996 - Florence Ho
, Rúben Geraldes
, Artur Goncalves
, Bastien Rigault, Benjamin Sportich, Daisuke Kubo, Marc Cavazza
, Helmut Prendinger
:
Decentralized Multi-Agent Path Finding for UAV Traffic Management. 997-1008 - Kan Guo
, Yongli Hu
, Zhen Sean Qian
, Yanfeng Sun
, Junbin Gao
, Baocai Yin:
Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation. 1009-1018 - Xinwu Qian
, Satish V. Ukkusuri
, Chao Yang
, Fenfan Yan:
Short-Term Demand Forecasting for on-Demand Mobility Service. 1019-1029 - Ting Zhang, Mengyin Fu, Wenjie Song
, Yi Yang
, Meiling Wang
:
Trajectory Planning Based on Spatio-Temporal Map With Collision Avoidance Guaranteed by Safety Strip. 1030-1043 - Sandra Roger
, David Martín-Sacristán
, David Garcia-Roger
, José F. Monserrat
, Apostolos Kousaridas
, Panagiotis Spapis
, Serkan Ayaz:
5G V2V Communication With Antenna Selection Based on Context Awareness: Signaling and Performance Study. 1044-1057 - Yongxuan Lai
, Shipeng Yang, Anshu Xiong, Fan Yang
, Lei Li
, Xiaofang Zhou
:
Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems. 1058-1072 - Christopher Robbiano
, Edwin K. P. Chong
, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
, Ali Pezeshki
:
Bayesian Learning of Occupancy Grids. 1073-1084 - Jaegeun Park
, Byung-Hun Lee
, Yongsoon Eun
:
Virtual Coupling of Railway Vehicles: Gap Reference for Merge and Separation, Robust Control, and Position Measurement. 1085-1096 - Ziji Ma
, Kehuang Xu, Yun Teng, Xun Shao
, Mianxiong Dong
, Yaonan Wang
:
A Model of Extraction of Rail's Vertical Corrugation Based on Flexible Virtual Ruler. 1097-1108 - Junping Zhong
, Zhigang Liu
, Cheng Yang
, Hongrui Wang
, Shibin Gao
, Alfredo Núñez
:
Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. 1109-1120 - Zhengshuai Wang
, Jianqiang Wang, Yali Li
, Shengjin Wang
:
Traffic Sign Recognition With Lightweight Two-Stage Model in Complex Scenes. 1121-1131 - Yiwen Wang
, Zhi He
, Jie Hu:
Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model. 1132-1144 - Roberto Pellungrini
, Luca Pappalardo
, Filippo Simini
, Anna Monreale:
Modeling Adversarial Behavior Against Mobility Data Privacy. 1145-1158 - Iftikhar Hussain
, Luk Knapen
, Tom Bellemans
, Davy Janssens
, Geert Wets
:
A Matching Framework for Employees to Support Carpooling in the Context of Large Companies. 1159-1170 - Guang Chen
, Fa Wang
, Weijun Li, Lin Hong, Jörg Conradt, Jieneng Chen
, Zhenyan Zhang, Yiwen Lu
, Alois C. Knoll
:
NeuroIV: Neuromorphic Vision Meets Intelligent Vehicle Towards Safe Driving With a New Database and Baseline Evaluations. 1171-1183 - Kailun Yang
, Xinxin Hu, Yicheng Fang, Kaiwei Wang
, Rainer Stiefelhagen:
Omnisupervised Omnidirectional Semantic Segmentation. 1184-1199 - Ge Guo
, Ping Li
, Li-Ying Hao
:
A New Quadratic Spacing Policy and Adaptive Fault-Tolerant Platooning With Actuator Saturation. 1200-1212 - Shuo Feng
, Yiheng Feng
, Haowei Sun, Yi Zhang
, Henry X. Liu
:
Testing Scenario Library Generation for Connected and Automated Vehicles: An Adaptive Framework. 1213-1222 - Selin Hulagu
, Hilmi Berk Celikoglu
:
An Electric Vehicle Routing Problem With Intermediate Nodes for Shuttle Fleets. 1223-1235 - Bach Long Nguyen
, Duy Trong Ngo
, Nguyen Hoang Tran
, Minh N. Dao
, Hai L. Vu:
Dynamic V2I/V2V Cooperative Scheme for Connectivity and Throughput Enhancement. 1236-1246 - Jie Cui
, Jiayi Chen, Hong Zhong
, Jing Zhang, Lu Liu
:
Reliable and Efficient Content Sharing for 5G-Enabled Vehicular Networks. 1247-1259 - Siqing Sun, Baowei Song
, Peng Wang
, Huachao Dong, Xiao Chen:
Real-Time Mission-Motion Planner for Multi-UUVs Cooperative Work Using Tri-Level Programing. 1260-1273 - Duxin Chen
, Qi Shao, Zhiyuan Liu
, Wenwu Yu
, C. L. Philip Chen
:
Ridesourcing Behavior Analysis and Prediction: A Network Perspective. 1274-1283 - Anjia Yang
, Jian Weng
, Kan Yang
, Cheng Huang
, Xuemin Shen
:
Delegating Authentication to Edge: A Decentralized Authentication Architecture for Vehicular Networks. 1284-1298 - Shibin Gao
, Gaoqiang Kang
, Long Yu
, Dongkai Zhang
, Xiaoguang Wei
, Dong Zhan
:
Adaptive Deep Learning for High-Speed Railway Catenary Swivel Clevis Defects Detection. 1299-1310 - Yimeng Feng
, Guoqiang Mao
, Bo Cheng
, Changle Li
, Yilong Hui
, Zhigang Xu
, Junliang Chen:
MagMonitor: Vehicle Speed Estimation and Vehicle Classification Through A Magnetic Sensor. 1311-1322 - Shen Li
, Yang Cheng
, Peter Jing Jin, Fan Ding, Qing Li, Bin Ran:
A Feature-Based Approach to Large-Scale Freeway Congestion Detection Using Full Cellular Activity Data. 1323-1331 - Yu Wang
, Wenfang Zhang, Xiaomin Wang
, Wei Guo, Muhammad Khurram Khan
, Pingzhi Fan:
Improving the Security of LTE-R for High-Speed Railway: From the Access Authentication View. 1332-1346 - Raosaheb Latpate
, Sandesh S. Kurade
:
Multi-Objective Multi-Index Transportation Model for Crude Oil Using Fuzzy NSGA-II. 1347-1356 - Junjian Feng
, Bin Li
, Lianfang Tian, Chao Dong:
Rapid Ship Detection Method on Movable Platform Based on Discriminative Multi-Size Gradient Features and Multi-Branch Support Vector Machine. 1357-1367 - Sebastian Thormann
, Alexander Schirrer, Stefan Jakubek:
Safe and Efficient Cooperative Platooning. 1368-1380 - Yidong Li
, Kai Liu, Yi Jin
, Tao Wang
, Weipeng Lin:
VARID: Viewpoint-Aware Re-IDentification of Vehicle Based on Triplet Loss. 1381-1390 - Saad Minhas
, Aura Hernández-Sabaté
, Shoaib Ehsan
, Klaus D. McDonald-Maier
:
Effects of Non-Driving Related Tasks During Self-Driving Mode. 1391-1399 - Dajun Zhang, F. Richard Yu
, Ruizhe Yang, Li Zhu
:
Software-Defined Vehicular Networks With Trust Management: A Deep Reinforcement Learning Approach. 1400-1414 - Ahmed Abdalrahman
, Weihua Zhuang
:
Dynamic Pricing for Differentiated PEV Charging Services Using Deep Reinforcement Learning. 1415-1427 - Nan Li
, Yu Yao
, Ilya V. Kolmanovsky
, Ella M. Atkins
, Anouck R. Girard
:
Game-Theoretic Modeling of Multi-Vehicle Interactions at Uncontrolled Intersections. 1428-1442 - Takashi Machida
, Kazuya Shitaoka:
Test Coverage Index for ADAS/ADS Assessment Based on Various Real-World Information Points. 1443-1455 - Zhishuai Li
, Gang Xiong
, Yonglin Tian
, Yisheng Lv
, Yuanyuan Chen
, Pan Hui
, Xiang Su
:
A Multi-Stream Feature Fusion Approach for Traffic Prediction. 1456-1466