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Youngjoo Kim's Projects

capsnet icon capsnet

Tensorflow implementation of capsule network (CapsNet) for traffic prediction.

kalman_filter icon kalman_filter

MATLAB implementation of Kalman filter and extended Kalman filter for INS/GNSS navigation, target tracking, and terrain-referenced navigation. Code available at:

mc_crb_nongaussian icon mc_crb_nongaussian

Monte-Carlo Calculation of Cramer-Rao Bound for non-Gaussian Recursive Filtering

particle_filter icon particle_filter

MATLAB implementation of standard particle filter, auxiliary particle filter, mixture particle filter, and out-of-sequence particle filter for an application to terrain-referenced navigation.

srnn icon srnn

Pytorch implementation of structural recurrent neural network (SRNN) for traffic speed prediction

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