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Machine learning and whale optimization algorithm based design of energy management strategy for plug-in hybrid electric vehicle

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (8)

In this paper, a novel energy management strategy with the improved adaptability to various conditions for plug-in hybrid electric vehicle (PHEV) is p......

Ensemble machine learning based driving range estimation for real-world electric city buses by considering battery degradation levels

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (6)

Battery electric buses (BEBs) have been regarded as effective options to address the congestion and pollution problems in the field of urban transport......

An improved multiple manoeuver management protocol for platoon mobility in vehicular ad hoc networks

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (7)

Techniques in vehicular ad-hoc networks have been utilised to reduce challenging issues such as pollution, accidents and traffic jams. The platoon man......

Reforming mixed operation schedule for electric buses and traditional fuel buses by an optimal framework

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (10)

Bus scheduling plays a significant role in public transportation and supports the sustainable development of transportation systems. Challenges are be......

Rail transit OD-matrix completion via manifold regularized tensor factorisation

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (10)

Urban rail transit has become an indispensable mode in major cities worldwide regarding the advantages of large capacity, high speed, punctuality, and......

A priority tree based coordination method for intelligent and connected vehicles at unsignalized intersections

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (8)

Intelligent and connected vehicles are believed to be the future solution to traffic management, especially in highly challenging areas such as inters......

A deep sequence-to-sequence method for accurate long landing prediction based on flight data

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (8)

In civil aviation industry, runway overrun is a typical landing safety incident concerned by both airlines and authorities. Among various contributing......

Dynamic coordinated control strategy of autonomous vehicles during emergency braking under split friction conditions

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (10)

In case of emergency braking in danger, autonomous vehicle usually uses electronic stability control system to maintain the dynamic stability of the v......

Real-time coordination of connected vehicles at intersections using graphical mixed integer optimization

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (6)

Management of connected vehicles at unsignalised intersections is a large-scale complex problem with safety constraints and time-varying unsolved vari......

A deep network with analogous self-attention for short-term traffic flow prediction

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (7)

Short-term traffic flow prediction plays a crucial role in research and application of intelligent transportation system. Neural network algorithm can......

Towards multilingual end-to-end speech recognition for air traffic control

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (9)

In this work, an end-to-end framework is proposed to achieve multilingual automatic speech recognition (ASR) in air traffic control (ATC) systems. Con......

Multi-objective optimization of cordon sanitaire with vehicle waiting time constraint

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (7)

The outbreak of COVID-19 has disrupted our regular life. Many local authorities have enforced a cordon sanitaire for the protection of sensitive areas......

Improve adaptive cruise control under driver distraction: Time headway compensation based on a random-effect crash risk model

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (10)

Human drivers conduct compensatory behaviour to counteract the increased risk while being distracted. This kind of compensation strategy should be lea......

Roadside pedestrian motion prediction using Bayesian methods and particle filter

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (9)

Accidents between vehicles and pedestrians account for a large partition of severe traffic accidents. So, pedestrian motion prediction becomes a major......

Multi-scale pedestrian detection based on self-attention and adaptively spatial feature fusion

期刊: IET INTELLIGENT TRANSPORT SYSTEMS, 2021; 15 (6)

Pedestrian detection is a classic problem in computer vision, which has an essential impact on the safety of urban autonomous driving. Although signif......

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