Modules¶
The base class for a system dynamics model. |
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Discrete-time Linear Time-Invariant (LTI) system. |
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Discrete-time Linear Time-Variant (LTV) system. |
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Dynamics model for discrete-time non-linear system (NLS). |
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Performs Batched Extended Kalman Filter (EKF). |
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Performs Batched Unscented Kalman Filter (UKF). |
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Performs Batched Particle Filter (PF). |
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Linear Quadratic Regulator (LQR) with Dynamic Programming. |
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Applies preintegration over IMU input signals. |
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Batched EPnP Solver - a non-iterative \(\mathcal{O}(n)\) solution to the Perspective-\(n\)-Point (PnP) problem for \(n \geq 4\). |
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Model Predictive Control (MPC) based on iterative LQR. |
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Batched Iterative Closest Point (ICP) algorithm to find a rigid transformation between two sets of points using Singular Value Decomposition (SVD). |
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Creates a criterion that measures the Geodesic Error between the rotation part of the input LieTensor \(x\) and target LieTensor \(y\). |