NGSIM
PulseAugur coverage of NGSIM — every cluster mentioning NGSIM across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New X-TRACK model uses xLSTM and physics for realistic vehicle trajectory prediction
Researchers have developed X-TRACK, a novel trajectory prediction model for autonomous driving that leverages the extended Long Short-Term Memory (xLSTM) architecture. This new model explicitly incorporates vehicle moti…
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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…