Recognize the direction of the pedestrian action (right, left, forward, backward, ect) using Neural Network

I wanna do a research about how the IMU (Inertial measurement units) can recognize the direction of the user's action (right, left, forward, backward, ect) using Neural Network with MATLAB. anybody can help me with the coding? I really need your help. Thank you.

Answer 1

[Greg Heath]

If you have N pairs of I dimensional inputs and N corresponding classification indices (e.g., 1:O with O = 4 for right, left, forward and backward), the training target matrix should consist of columns of the O-dimensional unit matrix, eye(O), with the index of the row with the 1 indicating the correct class. The corresponding matrix dimensions are

[ I N } = size ( input )

[ O N ] = size ( target)

See the documentation for pattern recognition and classification. Especially

help patternnet

doc patternnet

You can also search NEWSGROUP and/or ANSWERS using the search word patternnet.

Hope this helps.

Thank you for formally accepting my answer.

Greg