Episode III: Distributed Messaging Systems in Autonomous Vehicles In the last article, we evaluated Kalman filters as a tool to reduce the flood of sensor data and mollify data disparity to generate an accurate depiction of the autonomous vehicle’s (AV) environment. Likewise, we surveyed perception based machine learning algorithms that drive the decision making processes […]

Episode II on AI in Automotive: Operationalizing ML in Autonomous Vehicles In the previous installation of this series, The World of Autonomous Vehicles, we surveyed the levels of autonomy, the sensors driving autonomous vehicle applications, and the current market. In this iteration, we will dive deeper into the machine learning algorithms used to deploy autonomous […]