Search Results - "Mouzakitis, Alexandros"
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A Survey on Imitation Learning Techniques for End-to-End Autonomous Vehicles
Published in IEEE transactions on intelligent transportation systems (01-09-2022)“…The state-of-the-art decision and planning approaches for autonomous vehicles have moved away from manually designed systems, instead focusing on the…”
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Journal Article -
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Deep Learning-Based Vehicle Behavior Prediction for Autonomous Driving Applications: A Review
Published in IEEE transactions on intelligent transportation systems (01-01-2022)“…Behaviour prediction function of an autonomous vehicle predicts the future states of the nearby vehicles based on the current and past observations of the…”
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Trajectory Planning for Autonomous High-Speed Overtaking in Structured Environments Using Robust MPC
Published in IEEE transactions on intelligent transportation systems (01-06-2020)“…Automated vehicles are increasingly getting main-streamed and this has pushed development of systems for autonomous manoeuvring (e.g., lane-change, merge, and…”
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Towards connected autonomous driving: review of use-cases
Published in Vehicle system dynamics (03-06-2019)“…Connected autonomous vehicles are considered as mitigators of issues such as traffic congestion, road safety, inefficient fuel consumption and pollutant…”
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Characterization of Driver Neuromuscular Dynamics for Human-Automation Collaboration Design of Automated Vehicles
Published in IEEE/ASME transactions on mechatronics (01-12-2018)“…In order to design an advanced human-automation collaboration system for highly automated vehicles, research into the driver's neuromuscular dynamics is…”
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Analysis of autopilot disengagements occurring during autonomous vehicle testing
Published in IEEE/CAA journal of automatica sinica (01-01-2018)“…In present-day highly-automated vehicles, there are occasions when the driving system disengages and the human driver is required to take-over. This is of…”
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An Orientation Sensor-Based Head Tracking System for Driver Behaviour Monitoring
Published in Sensors (Basel, Switzerland) (22-11-2017)“…Although at present legislation does not allow drivers in a Level 3 autonomous vehicle to engage in a secondary task, there may become a time when it does…”
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A Taxonomy and Survey of Edge Cloud Computing for Intelligent Transportation Systems and Connected Vehicles
Published in IEEE transactions on intelligent transportation systems (01-07-2022)“…Recent advances in smart connected vehicles and Intelligent Transportation Systems (ITS) are based upon the capture and processing of large amounts of sensor…”
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A Survey of the State-of-the-Art Localization Techniques and Their Potentials for Autonomous Vehicle Applications
Published in IEEE internet of things journal (01-04-2018)“…For an autonomous vehicle to operate safely and effectively, an accurate and robust localization system is essential. While there are a variety of vehicle…”
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Hardware-in-the-Loop System for Testing Automotive Ecu Diagnostic Software
Published in Measurement and control (London) (01-10-2009)“…The purpose of this paper is to present an approach to testing ECU diagnostic software using hardware-in-the-loop (HIL) systems at Jaguar Land Rover (JLR). The…”
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Reconfigurable Hardware-in-the-Loop Simulator
Published in Measurement and control (London) (01-11-2010)“…The key innovation of the described Hardware-in-the-loop (HIL) simulator is the use of flexible and software reconfigurable signal-conditioning to establish…”
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Trajectory planning and tracking for autonomous overtaking: State-of-the-art and future prospects
Published in Annual reviews in control (2018)“…Trajectory planning and trajectory tracking constitute two important functions of an autonomous overtaking system and a variety of strategies have been…”
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Stability Analysis With LMI Based Distributed H∞ Controller for Vehicle Platooning Under Random Multiple Packet Drops
Published in IEEE transactions on intelligent transportation systems (01-12-2022)“…This paper proposes a discrete time distributed state feedback controller design strategy for a homogenous vehicle platoon system with undirected network…”
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14
Integral MRAC With Bounded Switching Gain for Vehicle Lateral Tracking
Published in IEEE transactions on control systems technology (01-09-2021)“…In this article, an enhanced model reference adaptive control (EMRAC) algorithm is used to design a generic lateral-tracking controller for a vehicle. This…”
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Adaptive Network Segmentation and Channel Allocation in Large-Scale V2X Communication Networks
Published in IEEE transactions on communications (01-01-2019)“…Mobility, node density, and the demand for large volumes of data exchange have aggravated competition for limited resources in the wireless communications…”
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Distributed H∞ Controller Design and Robustness Analysis for Vehicle Platooning Under Random Packet Drop
Published in IEEE transactions on intelligent transportation systems (01-05-2022)“…This paper presents the design of a robust distributed state-feedback controller in the discrete-time domain for homogeneous vehicle platoons with undirected…”
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A Refined Non-Driving Activity Classification Using a Two-Stream Convolutional Neural Network
Published in IEEE sensors journal (15-07-2021)“…It is of great importance to monitor the driver's status to achieve an intelligent and safe take-over transition in the level 3 automated driving vehicle. We…”
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Power-and-Index based Multiple Access for V2X Networks
Published in 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) (01-05-2020)“…High reliability is one of the key requirements for the future fully connected autonomous vehicles. This paper proposes a novel highly reliable multiple access…”
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Conference Proceeding -
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Validating Operator Event Sequence Diagrams: The case of an automated vehicle to human driver handovers
Published in Human factors and ergonomics in manufacturing & service industries (01-01-2022)“…Predicting what drivers will do as vehicle control is handed over to them from automation is a relatively new challenge for the motor vehicle industry…”
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Lane-Change Initiation and Planning Approach for Highly Automated Driving on Freeways
Published in 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) (01-11-2020)“…Quantifying and encoding occupants' preferences as an objective function for the tactical decision making of autonomous vehicles is a challenging task. This…”
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Conference Proceeding