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Questions tagged [gyroscope]

A type of sensor which measures rate of rotation.

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9 votes
2 answers
9k views

Angle Random Walk vs. Rate Noise Density (MPU6050)

I’ve made a datalog from a MPU6050 (IMU: gyroscope and accelerometer) at 500Hz sample rate. Now I want to calculate the characteristics from the gyro to evaluate the sensor. For the gyro I’ve found ...
Patrick Stegers's user avatar
19 votes
2 answers
8k views

How to choose a good IMU for a wheeled robot?

At our lab, we have a several "Kurt" type robots (about the size of a Pioneer, six wheels, differential drive). The built-in gyroscopes are by now really outdated; the main problem is that the ...
Martin's user avatar
  • 4,243
9 votes
2 answers
1k views

How to model unpredictable noise in Kalman Filter?

Background: I am implementing a simple Kalman Filter that estimates the heading direction of a robot. The robot is equipped with a compass and a gyroscope. My Understanding: I am thinking about ...
Sibbs Gambling's user avatar
8 votes
1 answer
10k views

How are units of noise measurement related to units of a sensor's data measurement?

I'm trying to understand how noise is represented for accelerometers, gyroscopes, and magnetometers so that I can match the requirements of my project with the standard specs of these sensors. I ...
Robz's user avatar
  • 2,162
6 votes
3 answers
1k views

Filtering angular velocity spikes of a cheap Gyroscope

I would like to filter angular velocity data from a "cheap" gyroscope (60$). These values are used as an input of a nonlinear controller in a quadcopter application. I am not interested in removing ...
UserK's user avatar
  • 344
5 votes
1 answer
776 views

Gyro measurement to absolute angles

Let us assume we have a gyro that is perfectly aligned to a global frame ($X,Y,Z$). From what I know the gyro data give me the angular rate with respect to the gyro axis ($x,y,z$). So let's say I ...
charles's user avatar
  • 341
3 votes
1 answer
853 views

How is gyroscope bias exposed and tracked?

For an accelerometer, the measurement is defined in the following way: $$a_m = R_w^b(a_{w} - g) + b_a + v_a$$ Where $R$ is a rotation matrix, $g$ is gravity, $v_a$ is noise, and $b_a$ is the bias. ...
Martin Deegan's user avatar
2 votes
1 answer
400 views

Angular velocities and rotation matrices

Let us assume I have an object O with axis $x_{O}$, $y_{O}$, $z_{O}$, with different orientation from the global frame S with $x_{S}$, $y_{S}$, $z_{S}$ (I don't care about the position). Now I know ...
charles's user avatar
  • 341
2 votes
3 answers
804 views

Localising a robot placed at an unknown position in a known environment

I am a third-year electrical engineering student and am working on an intelligent autonomous robot in my summer vacations. The robot I am trying to make is supposed to be used in rescue operations. ...
Muhammad Faique Shakeel's user avatar
1 vote
1 answer
1k views

Center of gravity offset for accelerometer and gyroscope readings

I am working on a 6DOF IMU that contains a 3 Axis Accelerometer and a 3 Axis Gyroscope. I am building a project to plot the position and orientation of the turret/cabin in a crane in 3D space. The IMU ...
Akash Sagar's user avatar
0 votes
1 answer
2k views

Gyro yaw drift compensation

I'm looking for some kind of filter, algorithm which will allow me to compensate gyro yaw drift using heading of magnetometer. My project requires only yaw measurments and both sensors are flat. Is ...
akimata's user avatar
0 votes
1 answer
3k views

How to transform raw accelerometer data into the Earth fixed frame to determine position

I have data from a TeleMega and do not understand how to apply the rotation matrix for the accelerometer data so that I can get the more accurate position estimate from my accelerometer. My data comes ...
Brandon Gorman's user avatar
0 votes
1 answer
125 views

Head movement using gyroscope

I have a headset that provides 3 axis gyroscope readings. I wish to find out movement of head for e.g. if a person is nodding left to right etc. But the headset give me values in angular velocity for ...
Nihal Karne's user avatar