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Modules

module.System

The base class for a system dynamics model.

module.LTI

Discrete-time Linear Time-Invariant (LTI) system.

module.LTV

Discrete-time Linear Time-Variant (LTV) system.

module.NLS

Dynamics model for discrete-time non-linear system (NLS).

module.EKF

Performs Batched Extended Kalman Filter (EKF).

module.UKF

Performs Batched Unscented Kalman Filter (UKF).

module.PF

Performs Batched Particle Filter (PF).

module.LQR

Linear Quadratic Regulator (LQR) with Dynamic Programming.

module.IMUPreintegrator

Applies preintegration over IMU input signals.

module.EPnP

Batched EPnP Solver - a non-iterative \(\mathcal{O}(n)\) solution to the Perspective-\(n\)-Point (PnP) problem for \(n \geq 4\).

module.MPC

Model Predictive Control (MPC) based on iterative LQR.

module.ICP

Batched Iterative Closest Point (ICP) algorithm to find a rigid transformation between two sets of points using Singular Value Decomposition (SVD).

module.PID

This class is the basic implementation of PID controller.

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