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Certainly! Let's dive into the problem statement and explore the bicycle model. ## Problem StatementYou're a Localization Engineer working for an autonomous driving company. Your
Certainly! Let's dive into the problem statement and explore the bicycle model. ## Problem StatementYou're a Localization Engineer working for an autonomous driving company. Your team's current localization stack has the following requirements: It uses Deterministic Filters to localize the robot The chosen sensor is capable of sensing range and bearing of a particular landmark, ie the measurement model becomes range r bearing phi from this sensor input.However, due to both state transition and measurement models being nonlinear, you realize that using the Unscented Kalman Filter UKF over the Extended Kalman Filter EKF in DynaModel would improve things. UKF inherently handles the issue that standard Kalman filters either perform the s
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