The last few years have seen significant developments in automated vehicle (AV) technologies and their commercialization. https://www.nature.com/articles/s44333-026-00095-3
Read MoreAutonomous vehicles (AVs) are diffusing in cities worldwide, propelled by expectations for enhanced safety and sustainability. https://www.nature.com/articles/s44333-026-00096-2
Read MoreAutonomous vehicles are essentially data centers on wheels. Between self-driving algorithms and high-definition mapping, the demand for instant processing at the network edge is exploding....
Read MoreAutonomous driving, despite significant progress, is still not widely applied in open, unconstrained environments, primarily owing to deficiencies in hazard perception, few-shot generalization, corner case generalization, and...
Read MoreAutonomous vehicles (AVs), or self-driving cars, are vehicles capable of sensing their environment and operating without human involvement, using technologies such as radar, LiDAR, and computer vision....
Read MoreAutonomous driving systems are often discussed in terms of AI capabilities or high-level ethics. However, for the software architects and engineers building these systems, the reality is a battle against latency, bandwidth, and...
Read MoreAutonomous vehicles (AVs) tend to disrupt the atmosphere and pedestrian experience in urban shared spaces, undermining the focus of these spaces on people and placemaking. https://arxiv.org/html/2603.27933v1#S6
Read MoreBy integrating spatiotemporal radar-based precipitation nowcasting, deep neural network-based sensor degradation modelling, and adaptive probabilistic sensor fusion, the system dynamically adjusts LiDAR, RADAR, and camera inputs...
Read MoreReal-time object detection in adverse weather and low-light conditions is crucial for applications such as autonomous driving and intelligent surveillance. https://www.nature.com/articles/s41598-026-40319-7
Read MoreLocal path tracking is a critical challenge for autonomous vehicles, requiring precise trajectory following under nonlinear dynamics, strict constraints, and real-time execution....
Read MoreHuman drivers naturally balance the risks of different concerns while driving, including traffic rule violations, minor accidents, and fatalities. https://arxiv.org/html/2409.09769v4
Read MoreConnected and Autonomous Vehicles (CAVs) operate in dynamic and heterogeneous environments where sensing, computation, communication, and control must continuously adapt to changing road, weather, and traffic conditions....
Read MoreAs the research on self-driving systems and autonomous vehicles shift from rule-based autonomy to AIdriven autonomy, machine-learning (ML) inference is used increasingly to support perception, prediction and planning with strict...
Read MoreRoad safety is a critical global priority, as it not only saves lives and prevents injuries but also minimizes property damage, ensures smooth traffic flow, and reduces the social and economic costs associated with accidents....
Read MoreThe development of autonomous driving technology is reshaping transportation methods. However, the significant decline in perception capabilities under low-light conditions such as rain, fog, and nighttime remains a key...
Read MoreThis data descriptor presents survey data on the social perception of autonomous vehicles (AVs) collected during pilot trials in two Swiss cantons, Schaffhausen and Valais-Wallis. The surveys aimed to capture public acceptance...
Read MoreAutonomous vehicles (AVs) must operate safely in the face of uncertainty, including those induced by human behaviors (i.e., external human drivers). https://link.springer.com/article/10.1007/s10270-025-01350-w
Read MoreAutonomous driving has witnessed substantial advancements, yet achieving reliable and intelligent decision-making in diverse, real-world scenarios remains a significant challenge....
Read MoreKyra Mozley discusses the evolution of autonomous vehicle perception, moving beyond expensive manual labeling to an embedding-first architecture. https://www.infoq.com/presentations/autonomous-driving-data/
Read MoreIn the near future, transportation systems will include both autonomous vehicles and human-operated vehicles sharing the same traffic conditions. https://link.springer.com/article/10.1007/s42979-025-04580-3
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