A fighter fly out trajectory time series data mining demo, I used convolution operator metric and AGNES algorithm to clustering the flyout data samples into left, straight and right categories. This app includes a fly out trajectory generation program which was developed by matlab and simulink.
1.To dude Sun Yang:
'mts-air-maneuvering-samples-1000-txt-form.txt' time series data description. we have 1000 time series, each serie have 0-9 sample points by every second, so 1000*10=10000, then the data set have 10000 rows. each record in 1 second was composed as below:
x | y | z | y_global_load_factor | time_in_seconds
You could generate more time series samples by using my matlab program 'run.m' and simulink model 'maneuver_generator.slx'
2.Clustering Algorithm adopted by haiyin piao
2.1 time series dictance metric by convolution operator.
2.2 AGNES algorithm.
3.Clustering Results seems good.
Flight Trajectory Hierarchical Clustering Dendrogram
Flight Trajectory Cluster 2D Scatter Plot
Flight Trajectory Cluster 3D Scatter Plot
