1. All collaborative articles
  2. Autonomous Vehicles

Autonomous Vehicles

How can road design facilitate data collection and sharing for AVs?

21 contributions 3 weeks ago

Learn how road design can facilitate data collection and sharing for autonomous vehicles (AVs), and what benefits and challenges they may entail.

Autonomous Vehicles

How do you choose the best map representation for autonomous vehicles?

47 contributions 3 weeks ago

Learn how to choose the best map representation for your autonomous vehicle system based on different types of maps and their pros and cons.

Autonomous Vehicles

What are the best data augmentation techniques for AV training in snowy scenarios?

32 contributions 3 weeks ago

Learn how to use data augmentation techniques to improve the performance and robustness of autonomous vehicles in snowy weather and road conditions.

Autonomous Vehicles

What are the challenges and opportunities of integrating AVs into existing road infrastructure?

78 contributions 1 day ago

Learn about the challenges and opportunities of integrating autonomous vehicles with existing road infrastructure, and the roles of different stakeholders.

Autonomous Vehicles

How can AV developers and regulators collaborate to ensure safety and innovation?

28 contributions 1 month ago

This article explores some key aspects of AV governance and how different stakeholders can work together to ensure safety and innovation for autonomous vehicles.

Autonomous Vehicles

What are the potential impacts of AVs on urban planning and design?

34 contributions 3 weeks ago

Explore the potential impacts of autonomous vehicles on various aspects of urban planning and design, such as traffic, parking, form, equity, data, and governance.

Autonomous Vehicles

How should driverless car policy and governance address data privacy and security concerns?

30 contributions 2 weeks ago

Learn how driverless car policy and governance can address data privacy and security risks and trade-offs for autonomous vehicles.

Autonomous Vehicles

How can we educate and engage the public on AVs through media and communication strategies?

39 contributions 1 month ago

Learn how to inform, address, involve, inspire, educate, and evaluate the public on autonomous vehicles (AVs) through various media and communication channels.

Autonomous Vehicles

How can AVs collaborate with other emerging technologies such as AI and IoT?

31 contributions 3 weeks ago

Learn how autonomous vehicles (AVs) leverage artificial intelligence (AI) and the internet of things (IoT) to improve their capabilities and benefits.

Autonomous Vehicles

How can AV systems learn from human feedback and behavior to improve their performance and reliability?

30 contributions 1 month ago

Learn how AV systems can use human feedback and behavior to improve their adaptability, sociability, awareness, usability, collaboration, and symbiosis.

Autonomous Vehicles

What are the main challenges and opportunities for AVs in developing countries?

41 contributions 1 month ago

Explore the main challenges and opportunities for autonomous vehicles (AVs) in developing countries, and how they can enhance transportation and development.

Autonomous Vehicles

How can AVs enhance safety and security for passengers and pedestrians?

36 contributions 2 days ago

Explore the potential benefits and challenges of AVs for safety and security, such as human error reduction, cybersecurity protection, privacy preservation, legal…

Autonomous Vehicles

How can we address the environmental and social impacts of AVs on communities and ecosystems?

38 contributions 1 month ago

Learn about some possible ways to tackle the complex and evolving issue of AVs' impacts on communities and ecosystems.

Autonomous Vehicles

What are the best sensors and algorithms for 3D mapping and localization of autonomous vehicles?

30 contributions 1 week ago

Learn about lidar, camera, radar, SLAM, and deep learning options for 3D mapping and localization of self-driving cars.

Autonomous Vehicles

How can AVs balance energy efficiency and reliability in extreme temperatures?

26 contributions 1 month ago

Learn about the key factors and strategies that affect the performance and resilience of AVs in hot and cold environments.

Autonomous Vehicles

How can road network planning balance the needs of AVs, human drivers, and other road users?

24 contributions 3 weeks ago

Learn how to balance the needs of AVs, human drivers, and other road users in road network design and planning for future mobility.

Autonomous Vehicles

What are the best methods to model and quantify the risks of autonomous vehicles in different scenarios?

31 contributions 1 month ago

Learn about the best methods to model and quantify the risks of autonomous vehicles in different scenarios, such as traffic, weather, or ethics.

Autonomous Vehicles

How do you compare and benchmark different AV navigation and path planning systems and methods?

28 contributions 2 days ago

Learn about the key aspects and challenges of evaluating and testing navigation and path planning performance and safety for autonomous vehicles.

Autonomous Vehicles

What are the main challenges and opportunities for AVs in urban planning and design?

50 contributions 1 month ago

Learn about the challenges and opportunities for AVs in urban planning and design. Find out how to prepare for and leverage the potential of AVs in your city.

Autonomous Vehicles

How do you handle uncertainty and complexity in multi-agent simulation and modeling for autonomous vehicles?

35 contributions 1 month ago

Learn how to handle uncertainty and complexity in simulating and modeling multiple agents for developing and testing autonomous vehicles.

Autonomous Vehicles