A novel classification strategy of motor imagery EEG signals utilizing WT-PSR-SVD-based MTSVM

作者：

Highlights：

• WPS-MTSVM is presented for classification of motor imagery EEG signals.

• WT-PSR-SVD is presented for feature extraction of motor imagery EEG signals.

• Phase space reconstruction for WDSs of the EEG signals.

摘要

•WPS-MTSVM is presented for classification of motor imagery EEG signals.•WT-PSR-SVD is presented for feature extraction of motor imagery EEG signals.•Phase space reconstruction for WDSs of the EEG signals.

论文关键词：Motor imagery,EEG signals,WT-PSR-SVD,MTSVM,Classification method

论文评审过程：Received 19 April 2021, Revised 21 January 2022, Accepted 12 March 2022, Available online 19 March 2022, Version of Record 8 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116901