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yandong's Projects

embed-ahrs-mahony icon embed-ahrs-mahony

Nonlinear Complementary Filters on the Special Orthogonal Group. Robert Mahony, Tarek Hamel, Jean-Michel Pflimlin

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

pdr icon pdr

PDR measures and counts the number of steps, step length, and direction of the walker, and calculates the walker's walking trajectory, location, and other information.

position-estimation-filters icon position-estimation-filters

Repository contains implementation of several data fusion filters (complementary, Kalman and Mahony). Code for end-of -term mobile robotics project at Gdansk University of Technology.

vmd.py icon vmd.py

Variational mode decomposition (VMD) in Python

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