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Refactor existing Kalman Filter into an abstract base class with linear and extended subclasses #3897

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@sunghyuneun

Description of the task

Our codebase currently uses just a Linear Kalman Filter. We will be implementing a separate Extended Kalman Filter class sometime in the future (for robot localizer), and so after that, we want to create an abstract class of a KalmanFilter and extend a LinearKalmanFilter and a ExtendedKalmanFilter off of it.

This work depends on the Extended Kalman Filter class being implemented.

Acceptance criteria

  • Create an abstract base class KalmanFilter defining the core interface (such as predict, update)
  • Extract existing Linear Kalman Filter into implementation that extends off this base class
  • Extract (soon to be) existing Extended Kalman Filter into implementation that extends off this base class

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    Code QualityCode readability, SOLID principlesDifficulty - 7Well-defined tasks that require some understanding about the relevant system and toolsSensor Fusion

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