**3. Sensing hardware**

In this type of system, sensor redundancy is commonly used. Sensors are a necessary part of AVs; there are different devices to perceive the environment. Some of the most used are presented next.


sensors do not have the same range of detection as the bigger ones. LIDARs are generally used for mapping the environment and object detection.

