Attitude reconstruction from magnetometer measurement only

In summary, it is possible to reconstruct three-dimensional attitude using only magnetometer measurements and knowledge of initial attitude. However, this method requires a rapid sampling rate and a short duration of measurements. Several methods and algorithms have been developed for this purpose, such as the one described in "A Method of Determining Attitude From Magnetometer Data Only" by Natanson, McLaughlin & Nicklas. These methods rely on the assumption of a rigid body with a known shape and do not require knowledge of the tensor of Inertia.
  • #1
j_dano
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Hi, I am currently trying to reconstruct three dimensional attitude only by using magnetometer measurements with the knowledge of initial attitude.

There have been many research conducted on the attitude reconstruction only by magnetometer (or one vector) measurements.
For example, this is a deterministic approach. See "A Method of Determining Attitude From Magnetometer Data Only " by Natanson, McLaughlin & Nicklas.

All the methods required the knowledge of tensor of Inertia of the body.
But if the information about tensor of Inertia is not available, is it possible to reconstruct attitude with one vector measurements and the knowledge of initial attitude?
I think that if the sampling rate of measurements is quite rapid compared to attitude changing speed and if short duration, it would be possible.

If someone knows how to do that, could you please help me?

Thanks.
 
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  • #2


Hello,

Thank you for reaching out with your question. It is certainly possible to reconstruct attitude using only magnetometer measurements and knowledge of initial attitude. However, as you mentioned, this method does require a rapid sampling rate of measurements and a short duration of time. This is because the magnetometer measures the Earth's magnetic field, which can be affected by external factors such as solar storms or nearby magnetic objects. Therefore, frequent measurements are necessary to account for these variations and accurately reconstruct attitude.

There are several methods and algorithms that have been developed for this purpose, such as the one mentioned in the paper "A Method of Determining Attitude From Magnetometer Data Only" by Natanson, McLaughlin & Nicklas. These methods use mathematical models and algorithms to process the magnetometer measurements and estimate the attitude of the body.

It is important to note that while these methods do not require knowledge of the tensor of Inertia, they do rely on the assumption that the body is rigid and has a known shape. This allows for the estimation of the body's magnetic dipole moment, which is necessary for attitude reconstruction.

I hope this information helps. If you have any further questions, please don't hesitate to ask. Best of luck with your research!
 

FAQ: Attitude reconstruction from magnetometer measurement only

Can attitude reconstruction be done solely using magnetometer measurements?

Yes, it is possible to reconstruct the attitude of a body or object using only magnetometer measurements. Magnetometers measure the strength and direction of the Earth's magnetic field, which can be used to determine the orientation of an object relative to the Earth's magnetic poles.

What are the limitations of using only magnetometer measurements for attitude reconstruction?

One limitation is that magnetometers can only measure the Earth's magnetic field, so they are not useful in environments where the magnetic field is disturbed or has a complex structure. Another limitation is that magnetometers cannot distinguish between rotation and translation, so they cannot provide information about the position or location of an object.

How accurate is attitude reconstruction from magnetometer measurements?

The accuracy of attitude reconstruction from magnetometer measurements depends on the quality of the measurements, as well as the algorithms used for reconstruction. Generally, the accuracy can be within a few degrees, but this can vary depending on the specific application and conditions.

What are the advantages of using only magnetometer measurements for attitude reconstruction?

Using only magnetometer measurements can be advantageous because magnetometers are small, lightweight, and low-power, making them ideal for use in small and mobile devices. They are also relatively inexpensive compared to other sensors used for attitude reconstruction.

Are there any other sensors that are commonly used in conjunction with magnetometers for attitude reconstruction?

Yes, other sensors such as gyroscopes, accelerometers, and GPS can be used in conjunction with magnetometers for more accurate and robust attitude reconstruction. These sensors provide additional information about rotation, acceleration, and position, which can improve the overall accuracy and performance of the reconstruction.

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