Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, Transportation as a Service
Abstract Frequent vehicle collisions involving pedestrians or bicyclists indicate that there are opportunities to improve safe walking or biking. Concerns for child safety are among the strongest impediments to children walking or biking to school, but for some, walking or bicycling to school is a necessity due to financial or other circumstances. In fact, walking […]
Theme Areas: Automated Vehicles, Big Data Analytics, Diversity Equity and Inclusion
Abstract Automated vehicle technologies vary from simple alerts to partially automated driving tasks that are increasingly available in today’s vehicles. Advanced driver assistance systems (ADAS) seek to alert a driver to critical events (e.g., forward collision warning) or even intervene (e.g., emergency braking, lane-keeping steering) to prevent crashes. These technologies, however, are not available equally […]
Theme Areas: Big Data Analytics, Connected Vehicles, Diversity Equity and Inclusion
Abstract Humans operating motor vehicles are often required to engage in decision-making while under substantial cognitive loads imposed by the driving environment itself. Experiencing elevated emotions can influence driver decision-making in a way that increases the risk to the safety of the driver and system performance. Emotion regulation techniques (ERTs) can be used to improve […]
Theme Areas: Big Data Analytics, Connected Vehicles, Diversity Equity and Inclusion
Abstract Safety issues that stem from commercial truck parking shortages are a national concern. National hours-of-service (HOS) regulations limit drivers’ time on the road, in an attempt to increase safety by limiting fatigue; thereby, creating a need for drivers to locate safe, secure, and legal parking wherever they are when or before they hit […]
Theme Areas: Automated Vehicles, Diversity Equity and Inclusion
Abstract The research project will address how vehicles in a multimodal environment are managed and prioritized at curb loading and unloading zones between different public and private vehicles and/or use cases. The research will analyze the effectiveness of curb management practices in improving safety through reduced collisions with pedestrians and other vehicles. The research will […]
Theme Areas: Automated Vehicles, Diversity Equity and Inclusion, Transportation as a Service
Abstract This project aims to develop a general evaluation protocol for transit readiness in the area for Automated shuttle implementation. Using the data gathered from the EasyMile shuttle implemented in Fairfax County, Virginia, the research team will perform risk assessments and safety analysis for the automated shuttle to understand the risks associated with the interactions […]
Theme Areas: Automated Vehicles, Diversity Equity and Inclusion, Transportation as a Service
Abstract In fall 2020, a novel autonomous-vehicle (AV) service named ENDEAVRide will start pilot testing in Nolanville, a typical rural town in central Texas. The AV will serve as a taxicab and a mobile telemedicine portal. This project marks the first attempt to conduct a real-world assessment of AV’s potential safety impacts as a disruptive […]
Theme Areas: Automated Vehicles, Connected Vehicles, Diversity Equity and Inclusion
Abstract This project develops vision-based cooperative perception and accident (crash) avoidance trajectory plans in dynamic environments for two connected vehicles in which the ego vehicle would face a potentially unseen hazard ahead but could receive safety-critical information from a vehicle in front and estimate/predict the trajectory of the potential hazard. There are several challenging technical […]
Theme Areas: Automated Vehicles, Blind and Visually Impaired, Connected Vehicles, Diversity Equity and Inclusion
Abstract The steady increase of electric vehicles (EVs) has led to safety concerns for vulnerable populations. EVs produce considerably less noise compared to internal combustion engine (ICE) vehicles, especially at low speeds. Although pedestrians across all demographics are at risk, visually impaired pedestrians face significantly greater disadvantages in environments where ambient noise levels are high […]
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, Transportation as a Service
Abstract COVID-19 has led to a reduction in vehicle miles traveled by motorized vehicles. Anecdotal evidence suggests that there may a shift to non-motorized modes. Getting more of the Virginia Tech community (including student, faculty, and staff) to walk, use the bus, carpool or ride bicycles for alternative transportation to decrease dependency on vehicle use […]
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, Transportation as a Service
Abstract The increased popularity of rideshare scooters was recently observed due to their availability, accessibility, and low cost. Benefits to their use include reduced traffic congestion and more environmentally friendly alternative to motor vehicles. However, there are some concerns regarding the safety of riders and the impacts these vehicles have on those who share roads […]
Theme Areas: Automated Vehicles, Connected Vehicles, Diversity Equity and Inclusion, People with Disabilities
Abstract Individuals using wheelchairs and those with limited or no sight face extra safety issues in the use of public transit, as well as personal vehicles, including getting to and from a bus or shuttle stop, getting on and off a vehicle, and being secure while riding in a vehicle. The demonstrations of automated shuttles […]
Theme Areas: Big Data Analytics, Connected Vehicles, Diversity Equity and Inclusion
Abstract The goal of the proposed project is to systematically extract traffic safety information from multiple complex sources of flood monitoring such as remote sensing technologies, flow gages, and weather stations, which can support informed planning for transportation safety against flooding in future smart cities. Flooding poses a significant hazard to the moving vehicles […]
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, Transportation as a Service
Abstract As rented and shared micromobility options, e-scooters are new and potentially transformative app-based modes that promise to alleviate first mile/last mile mobility issues, congestion, and more. Yet their safe deployment has not yet been systematically understood or standardized by users, cities, or operators. As of December 2019, 1,500 people had been injured and […]
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion
Automated vehicle technologies (AV) have the potential to become one of the most highly disruptive technological applications of our century.
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, Transportation as a Service
This case-study project will provide an in-depth examination of e-scooter safety considerations through a data-driven approach using Austin as the proposed study site.
Theme Areas: Automated Vehicles, Diversity Equity and Inclusion, Senior Drivers
This project will analyze these already-collected NDS data to evaluate the safety and mobility benefits of automated vehicle technologies AVT for senior drivers.
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion
This project will develop a framework which will bring together traditional and emerging data sources, and will be developed in such a way that it can be up- or down-scaled based on the available data sources of a study area. The exposure estimation output will then be used for crash assessment tailored to the needs of the study area.
Theme Areas: Blind and Visually Impaired, Diversity Equity and Inclusion, Transportation as a Service
This project will identify how the BVI community perceives the safety of TNCs relative to other travel modes, and how the BVI community utilizes TNCs for safe mobility.
Theme Areas: Diversity Equity and Inclusion, Senior Drivers, Transportation as a Service
This project will assess the potential of TNCs to enhance safety by decreasing the number of older drivers on the roadways while increasing their mobility options.
Theme Areas: Big Data Analytics, Diversity Equity and Inclusion, STEM Students
This educational development project will take previously-devloped in-class activities that show real-world applications, link them to academic concepts and standards, and create curriculum and associated materials that can be used by teachers and other professionals across the nation.
Theme Areas: Diversity Equity and Inclusion, Transportation as a Service
This project will conduct an analysis of the current state of child passengers and child safety seat use in ride-sourced vehicles along with other more traditional sources of transit such as taxicabs.