Towards Autonomous Driving: Technologies and Data for Vehicles-to-Everything Communication
These videos have been matched automatically. Contact us if they are not relevant.
These videos have been matched automatically. Contact us if they are not relevant.
View abstract on PubMed
Summary
This summary is machine-generated.Autonomous systems in smart cities require robust communication between traffic objects. This review examines vehicular communication systems, identifying gaps for future development in sensors, standards, and AI.
Area Of Science
- Intelligent Transportation Systems
- Autonomous Systems Engineering
Background
- Autonomous systems are increasingly integrated into daily life, particularly in transportation.
- Smart city concepts introduce complex challenges for autonomous systems, especially regarding inter-object communication.
- Effective communication and decision-making are crucial when dynamic objects and multiple autonomous systems interact in traffic.
Purpose Of The Study
- To review vehicular communication systems for autonomous applications.
- To identify existing gaps in sensors, communication standards, devices, and machine learning methods for future development.
- To analyze vehicular-related data to inform advancements in communication systems.
Main Methods
- Literature review of vehicular communication systems.
- Analysis of sensors, communication standards, and machine learning methods used in autonomous vehicles.
- Examination of vehicular-related data and existing research gaps.
Main Results
- The study reviews current vehicular communication technologies and methodologies.
- It highlights the importance of sensor fusion and AI machine learning in integrating autonomous systems.
- Key research gaps in vehicular communication systems are identified.
Conclusions
- Further research is needed to address identified gaps in vehicular communication systems.
- Advancements in sensors, standards, and AI are critical for enhancing autonomous transportation.
- Developing functional and trustworthy communication is essential for safe and efficient smart city mobility.
These videos have been matched automatically. Contact us if they are not relevant.
These videos have been matched automatically. Contact us if they are not relevant.
Related Concept Videos
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Electrical engineering plays a pivotal role in our daily lives, with control systems at the heart of many applications, from home appliances to sophisticated space shuttles. Control systems manage and regulate the behavior of devices and processes, ensuring they function safely, correctly, and efficiently.
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
The Global Positioning System (GPS) revolutionized positioning on Earth, providing precise location data through satellite ranging. The GPS system was developed in 1978 by the U.S. Department of Defense for military use, and it became available for civilian applications in 1983, transforming fields including navigation, fleet management, and time synchronization for telecommunications systems.GPS consists of satellites in medium Earth orbit, about 20,200 kilometers above the surface,...
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
Global Positioning System (GPS) technology has revolutionized navigation and positioning, but its accuracy is often compromised by various errors. These errors, stemming from environmental, satellite, and receiver-related factors, require careful mitigation to ensure reliable performance across applications.Atmospheric ErrorsGPS signals travel through the Earth’s ionosphere and troposphere, introducing delays which affect accuracy. The ionosphere is strongly influenced by charged particles,...
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...