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A compact realtime embedded Attitude and Heading Reference System (AHRS) using Recursive Least Squares (RLS) for magnetometer calibration and EKF/UKF for sensor fusion on Arduino platform

License: Creative Commons Zero v1.0 Universal

Processing 3.59% C++ 94.26% C 2.15%
rls recursive-least-squares ekf extended-kalman-filters ukf unscented-kalman-filter arduino teensy cpp embedded

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arduino_ahrs_system's Issues

cant compile for nano 33 ble

first of all thanks for script,
but I edited the code for my nano 33 ble and unfortunately I'm not able to compile it,
any suggestion?

Code for the magnetometer calibration possible?

Hello
Is code for the magnetometer calibration possible? I am developing a navigation app and id like to see I can improve it with custom calibration of the magnetometer. I have limited math skills and understand code better!

How to predefine a filtering bias?

I am trying to make an IMU as robust as possible in a high vibration environment. Therefore, I expect acceleration sensor data to be least reliable, and I would like the filters to rely on magnetic sensors most, gyro sensors second, and least of all acceleration sensors.

Is there any place in the code where I can influence this? I have read through all the comments and found no such thing.

Values updating slowly

I implemented your code with my ICM20948 IMU
It was working but the values are updating tooo slowly.
Why? Do i need to change something?
I can send my project!!
Please help me.

Is Gyro and Acc calibrations also added to this code?
If not why?
Why only magneto?

Changing sensors in code

Hello @pronenewbits
I want to use gyroscope and accelerometer sensors like lsm303dlh and l3gd20.
How to find the “entry point” to insert your own acceleration and angular velocity values into the code?
I get the raw data something like this:

#include <Wire.h>
#include <L3G.h>
#include <LSM303.h>

LSM303 mag_accel;
L3G gyro;

void setup() {
  Serial.begin(115200);
  Wire.begin();
  if (!gyro.init())
  {
    Serial.println("Failed to autodetect gyro type!");
    while (1);
  }
  if (!mag_accel.init())
  {
    Serial.println("Failed to initialize mag_accel!");
    while (1);
  }
  gyro.enableDefault();
  mag_accel.enableDefault(); 
}

void loop() {

  gyro.read();
  mag_accel.read();

Serial.print(gyro.g.x);
Serial.print(",");
Serial.print(gyro.g.y);
Serial.print(",");
Serial.print(gyro.g.z);
Serial.print(",");
Serial.print(mag_accel.a.x);
Serial.print(",");
Serial.print(mag_accel.a.y);
Serial.print(",");
Serial.println(mag_accel.a.z);

}

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