Wednesday, June 12, 2024

Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Bases Myoelectric Control

Hargrove, LJ, Li, G, Englehart, KB, Hudgins, BS, "Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Bases Myoelectric Control," IEEE Transactions on Biomedical Engineering, 56(5), 2009.


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Key Finding:  Pattern classification error can be reduced by applying principal component analysis before extracting features.


Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Bases Myoelectric Control

Hargrove, LJ, Li, G, Englehart, KB, Hudgins, BS, "Principal Components Analysis Preprocessing for Improved Classification Accuracies in...