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Neural Network-Based Road Surface Condition Monitor Concept
The paper presents the monitoring of the road surface condition identification. The monitor is based on artificial neural networks. They were used...
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Robust Identification of Road Surface Condition Based on Ego-Vehicle Trajectory Reckoning
The type of road surface condition (RSC) will directly affect the driving performance of vehicles. Monitoring the type of RSC is essential for both...
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Data Linkage of Road Surface Condition Survey and Daily Inspection Accelerated Pavement Management of Expressway
The length of Japanese expressway operated by NEXCO-West has reached about 3500 km, and half of them have been in service for more than 30 years. In...
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Participatory Sensing Based Urban Road Condition Classification using Transfer Learning
Road surfaces can contain a lot of anomalies such as potholes. Understanding and detecting such irregularities are a key towards building a safe road...
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Digital Transformation for Intelligent Road Condition Assessment
Recently, governments have been resorting to cutting-edge artificial intelligence technologies to facilitate the digital transformation of smart...
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A Resilient Smart Architecture for Road Surface Condition Monitoring
Nowadays, road surface condition monitoring is a challenging problem that cannot be addressed with traditional techniques. In this paper we propose...
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Road Condition Monitoring Utilizing UAV Photogrammetry Aligned to Principal Curve of Mine Haul Truck Path
Mine haul roads degrade rapidly due to extreme loads on sub-optimal construction materials. Unmanned aerial vehicles (UAV) are suited to quantify...
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Surface Condition Assessment of Unpaved Roads Through the Use of Unmanned Aerial Vehicle
Identification and extraction of unpaved road surface parameters from images are emerging and essential to effective road surface condition survey....
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Software as a Product – Road Surface Detection
The automotive software development industry is undergoing a major shift as more and more SAE Level 4 and SAE Level 5 autonomous features are being...
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Investigating Driver Preferences for Traffic Information Using Digital Signage and Road Surface Holograms
This study investigates road users’ information preferences to enhance traffic information provision strategies. Traditional road signs primarily...
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Application of Ai-based Deformation Extract Function from a Road Surface Video to a Road Pavement Condition Assessment System
In Japan, there is a concern that civil infrastructure will rapidly age in the near future. This study focuses on asphalt road surfaces, which are...
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An Assessment of Road Condition Monitoring Practice and Technologies in the Philippines
Road construction has been one of the main focuses of the Philippine government in the last 6 years under the Build, Build, Build Program. In...
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Drive Health: Road Condition Detection
Roadways play an essential role in today’s society by contributing to economic growth and development, providing access to all members of society and...
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Boxes-Based Representation and Data Sharing of Road Surface Friction for CAVs
Vehicles can easily lose control unexpectedly when encountering unforeseen hazardous road friction conditions. With automation and connectivity...
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Modelling and simulation of driving dynamics of wheeled launch system under random road surface excitation
Modelling and simulation of driving dynamics is the prerequisite and basis for the dynamics performance and test design of the wheeled launch system...
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Measurement and Processing of Road Irregularity for Surface Generation and Tyre Dynamics Simulation in NVH Context
Nowadays, finite element tyre models are often used to perform vehicle NVH (noise, vibration, harshness) simulations. To account for the specific...
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A new load bearing capacity assessment method of the road pavement based on surface strain and the spectrum of the acceleration
Based on the coupling res model of vehicular and road, the influences of surface layer modulus, surface layer thickness and equivalent modulus of...
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Tire–road contact modelling for multibody simulations with regularised road and enhanced UA tire models
Multibody simulations play an important role in the study of the dynamic behaviour of road vehicles, being one of the key aspects the modelling of...
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Active suspension control strategy for vehicles based on road surface recognition
An adaptive model predictive control (AMPC) algorithm based on pavement identification was proposed to determine the influence of different pavement...
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Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network
As the temperature of mountain roads is low and the temperature difference between day and night is large, the change of road surface temperature and...
