I have accelerometer and gyroscope data generated at 119 Hz. I have magnetometer data generated at 20 Hz. I would like to build 2D-CNN based on this data.
One solution is that decreasing the freq. of accelerometer and gyroscope to 20 Hz. to build 2D architecture. However, in this case I am losing some information.
What is the efficient way of handling such a case?