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This paper compares two approaches to designing Kalman Filters for walking systems. The first design uses Linear Inverted Pendulum Model (LIPM) dynamics, and the other design uses a more complete Planar dynamics. The filter based on the simpler LIPM design is more robust to modeling error. The more complex design estimates center of mass height and joint(More)
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