8.6. Sensor Fusion Techniques

Try these first

1. 1.

   What is sensor fusion?

   Hint

   Think about how robots understand their environment.

2. 2.

   Name one type of sensor fusion method.

   Hint

   Consider how different sensors might work together.

3. 3.

   What is sensor fusion?

   • Combining multiple data sources
   • Single sensor measurement
   • No data utilization

   Hint

   Think about how a robot interprets its environment.

4. 4.

   True or False: Redundant fusion uses different types of sensors.

   • True
   • False

   Hint

   Consider the meaning of redundancy in systems.

5. 5.

   Design a robot that can navigate through a maze using at least three different types of sensor fusion. Describe the sensors used and the fusion method.

   Hint

   Consider how each sensor contributes unique information.

6. 6.

   Explain how a self-driving car could utilize both Kalman filters and Bayesian networks for real-time navigation.

   Hint

   Think about the types of data these algorithms handle.