Dictionary-Learning-Based Data Pruning for System Identification

Tingna Wang, Sikai Zhang, Mingming Song +1

System identification is normally involved in augmenting time series data by time shifting and nonlinearisation (e.g., polynomial basis), both of which introduce redundancy in feat…