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Testing real driverless cars in a virtual environment

The VVE method allows for testing of driverless cars in a perfectly safe environment, enabling the car to learn to avoid collisions and increase pedestrian safety. By replacing high-resolution sensor output with simulated data, researchers were able to show that the autonomous driving system behaves as if it's driving on real roads.

SourceOhio State University·JournalSensors·TypeExperimental study·DateJul 6, 2023

Modeling human behavior for autonomous vehicles

A computational psychological model predicts subtle behaviors in real traffic, such as hesitating before crossing and speeding up to deny pedestrians a crossing opportunity. The model accurately simulates 32 pairs of participants interacting as driver and pedestrian in a driver-pedestrian simulator.

SourcePNAS Nexus·JournalPNAS Nexus·DateJun 20, 2023

Hidden in plain sight: Windshield washer fluid is an unexpected emission source

Research suggests that windshield washer fluid is a significant source of vehicle-derived pollutants, including volatile organic compounds (VOCs), which can contribute to ozone formation. The study found that the levels of these non-fuel-derived gases will likely remain unchanged even as drivers transition to electric vehicles.

SourceAmerican Chemical Society·JournalEnvironmental Science & Technology·DateMay 30, 2023

Older drivers drinking or using drugs up to four times likelier to be at fault during a car crash

A new study found that older drivers who use substances are up to four times more likely to be at fault in a car crash. The research team suggests implementing risk awareness campaigns tailored for older adults and other measures such as improved road visibility, automatic safety features and licensing requirements.

SourceTaylor & Francis Group·JournalTraffic Injury Prevention·TypeData/statistical analysis·DateApr 28, 2023

Australians paying $6 billion for unused apartment parking

A new study found that 20% of households have too little allocated parking and 13.4% of surveyed households do not own a car but are still allocated a parking space. Experts are calling for planning policy to 'unbundle' parking spaces from apartments to reduce housing costs and alleviate street parking woes.

SourceRMIT University·JournalJournal of Transport Geography·TypeSurvey·DateMar 29, 2023

Where the sidewalk ends

A new open-source tool called TILE2NET uses aerial imagery and image-recognition to create complete maps of sidewalks and crosswalks. The tool has been trained on 20,000 aerial images from Boston, Cambridge, New York City, and Washington, recognizing 90% or more of all sidewalks and crosswalks in these cities.

SourceMassachusetts Institute of Technology·JournalComputers Environment and Urban Systems·DateMar 15, 2023

Researchers propose a fourth light on traffic signals – for self-driving cars

A new approach, called the white phase concept, uses autonomous vehicles to control traffic flow at intersections, reducing fuel consumption and travel time. The system informs human drivers through a clearly identifiable signal, improving safety and efficiency.

SourceNorth Carolina State University·JournalIEEE Transactions on Intelligent Transportation Systems·TypeComputational simulation/modeling·DateFeb 7, 2023

Toward standardized tests for assessing lidars in autonomous vehicles

The three-year effort aims to establish a widely accepted protocol for comparing lidar performance. The first year's tests evaluated range, accuracy, and precision of eight automotive-grade lidars using a survey-grade reference. Results showed the distribution of measured values was not Gaussian, with significant errors in some cases.

Roadkill reality check: Ground squirrel population takes a hit due to increasing tourist traffic

A study by Colorado State University found that over 10% of adult female golden-mantled ground squirrels are killed annually along rural roads in the Gunnison Valley. The researchers suggest reducing personal vehicle numbers and using digital signs to alert drivers, as males are also vulnerable during mating season.

SourceColorado State University·JournalBiological Conservation·TypeObservational study·DateJan 4, 2023

The Dutch cycle twice as much as Germans in Winter

A study by Dr Ansgar Hudde found that the Dutch cycle around twice as often as Germans during winter months due to differences in mobility culture. This is attributed to a cycling culture in Germany that only encourages seasonal cycling, whereas the Netherlands promotes year-round cycling.

SourceUniversity of Cologne·JournalJournal of Transport Geography·TypeMeta-analysis·DateDec 16, 2022

Bolstering the safety of self-driving cars with a deep learning-based object detection system

Researchers at Incheon National University have developed an IoT-enabled, real-time object detection system for autonomous vehicles. The YOLOv3-based model achieved high accuracy (>96%) in detecting 2D and 3D objects, outperforming other state-of-the-art detection models.

SourceIncheon National University·JournalIEEE Transactions on Intelligent Transportation Systems·TypeComputational simulation/modeling·DateDec 12, 2022

Trial by wind: Testing the heat resistance of carbon fiber-reinforced ultra-high-temperature ceramic matrix composites

The study investigates the degradation of carbon fiber-reinforced ultra-high-temperature ceramic matrix composites at temperatures above 2000°C. The results show that the amount of zirconium in the alloy affects the composite's oxidation resistance, and modifying the matrix composition is necessary to prevent degradation.

SourceTokyo University of Science·JournalJournal of Materials Science·TypeExperimental study·DateNov 17, 2022

New research can help older adults plan for changes in driving and firearm use

A new study explores how older adults plan for future changes, such as stopping driving or using firearms. The research found that reducing access to potentially dangerous situations should be prompted by declining ability, not age alone. Trusted messengers like family and clinicians can lead conversations around limiting access, and s...

Effective communication in automobile recalls encourages corrective action among American drivers, finds Pusan National University researcher

A recent study by Prof. Yong-Kyun Bae found that recall letters with riskier defects and 'free of charge' notices prompt quicker corrective actions. The research highlights the need for effective, standardized communication in recall letters to improve public safety.

SourcePusan National University·JournalApplied Economics·TypeObservational study·DateOct 17, 2022

Newly developed air filter showcases excellent performance and endurance in harsh environments

A newly developed composite sponge-based air filter has demonstrated strong potential for applications in automobiles and industry, with high efficiency in removing particulate matter under harsh conditions. The filter's unique design and materials ensure good structural stability and adaptability to various environments.

SourceParticuology·JournalParticuology·TypeExperimental study·DateOct 3, 2022

More reasons to go solar when gearing up for a greener drive

Researchers from the University of South Australia found that households with solar panels and batteries can significantly reduce their annual electricity costs when charging electric vehicles. With off-peak charging, EV owners can save up to 39.6% on energy costs, making it a more affordable option for environmentally-friendly driving.

SourceUniversity of South Australia·JournalRenewable Energy·TypeComputational simulation/modeling·DateSep 27, 2022

Can eyes on self-driving cars reduce accidents?

A new study at the University of Tokyo suggests that robotic eyes on autonomous vehicles can help pedestrians anticipate a vehicle's intentions, leading to safer crossings. The experiment found that participants made more cautious decisions when faced with moving eyes, with some males even reporting feeling safer.

SourceUniversity of Tokyo·TypeExperimental study·DateSep 20, 2022

Driving simulations that look more life-like

A new method for generating realistic images in driving simulations uses machine learning to improve visual fidelity. This enables better testing of driverless cars and study of driver distraction, ultimately enhancing safety and interaction between humans and AI on the road.

SourceOhio State University·JournalIEEE Transactions on Intelligent Transportation Systems·TypeExperimental study·DateAug 29, 2022

Machine learning algorithm predicts how to get the most out of electric vehicle batteries

Researchers developed a machine learning algorithm that can predict how different driving patterns affect battery performance, improving safety and reliability. The algorithm uses non-invasive probing to provide a holistic view of battery health, suggesting routes and driving patterns that minimize degradation and charging times.

SourceUniversity of Cambridge·JournalNature Communications·TypeExperimental study·DateAug 23, 2022

TV series Snowpiercer’s ‘eternal engine’ inspires the next generation of ultraprecise atomic clocks

Researchers at the University of Sussex have created an 'eternal engine' to keep next-generation atomic clocks ticking, enabling portable versions that can replace existing satellite navigation systems. The breakthrough uses microcombs and self-emergence technology to ensure stable operation in various conditions.

SourceUniversity of Sussex·JournalNature·TypeExperimental study·DateAug 10, 2022

Gender affects driverless car performance

A recent study published in Nature Scientific Reports has found that women are better at taking over control of automated cars compared to men. The research involved 76 drivers who participated in a driving simulator study and showed that women exhibited faster reaction times and more stable operation of the steering wheel.

SourceNewcastle University·JournalScientific Reports·TypeComputational simulation/modeling·DateAug 3, 2022