Question: 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:1. It uses Deterministic Filters to localize the robot.2. The chosen sensor is capable of sensing range and bearing of a particular landmark, i.e., the measurement model becomes [range (r), bearing (phi)] from this sensor input.However, due to both state transition and measurement models being non-linear, 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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