NGSIM
PulseAugur coverage of NGSIM — every cluster mentioning NGSIM across labs, papers, and developer communities, ranked by signal.
2 天有情绪数据
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新的X-TRACK模型使用xLSTM和物理学进行现实车辆轨迹预测
研究人员开发了X-TRACK，一种用于自动驾驶的新型轨迹预测模型，该模型利用了扩展长短期记忆（xLSTM）架构。该新模型明确纳入了车辆运动学（即基于物理的约束），以确保生成的轨迹现实且可行。在highD和NGSIM数据集上的评估表明，X-TRACK在highD上超越了现有的最先进方法，并在NGSIM上取得了可比的结果。
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New ADD-PINN framework improves traffic estimation with sparse sensor data
Researchers have developed a new framework called Adaptive Domain Decomposition Physics-Informed Neural Networks (ADD-PINN) to improve traffic state estimation from limited sensor data. This method addresses the tendenc…
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Car-following study finds drivers prioritize different cues during braking
A new research paper analyzes car-following behavior using over a million trajectory observations from the NGSIM dataset. The study introduces a framework to distinguish between available and utilized kinematic informat…