Inertial measurement unit (IMU)

From Computer Science Wiki

An Inertial Measurement Unit, or IMU, is a device that measures and reports on a vehicle's velocity, orientation, and gravitational forces, using a combination of accelerometers, gyroscopes, and sometimes magnetometers. IMUs are typically used to aid in navigation and tracking systems, particularly when GPS data is unavailable or unreliable.

Let's break down the components of an IMU:

  1. Accelerometers: These measure linear acceleration. However, they can't distinguish between acceleration due to movement and acceleration due to gravity. That's why accelerometers alone can't provide a complete picture of motion.
  2. Gyroscopes: These measure angular velocity — in other words, how quickly something is turning. By integrating (accumulating over time) the angular velocity, you can estimate the change in orientation or angle, but any small errors will also accumulate over time, leading to what's known as "drift".
  3. Magnetometers: These are sometimes included in an IMU and can measure the direction of the magnetic field, which can be useful for determining heading (orientation relative to magnetic north).

In the context of robotics, including rescue robots, an IMU is a crucial component for understanding the robot's movement and orientation. For instance, it can be used in dead reckoning, where the robot's current position is estimated based on its previous position and its current velocity, as measured by the IMU.

However, IMUs have their limitations, such as the drift mentioned earlier, and they are often used in combination with other sensors (like GPS or visual sensors) in a process known as sensor fusion, to create a more reliable and accurate navigation system.