Analysis and testing of PSO variants through application in EEG/ERP adaptive filtering approach
作者： Mitul Kumar Ahirwal , Anil Kumar , Girish Kumar Singh
DOI: 10.1007/S13534-012-0071-X
关键词:
摘要: Introduction An improved method for adaptive noise canceller (ANC) is proposed electroencephalography (EEG)/event related potential (ERP) filtering in case of EEG self interference. ANC implemented through five versions Particles Swarm Optimization (PSO) technique.
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J.C. Rajapakse, A. Cichocki, V.D. Sanchez A, Independent component analysis and beyond in brain imaging: EEG, MEG, fMRI, and PET international conference on neural information processing. ,vol. 1, pp. 404- 412 ,(2002) , 10.1109/ICONIP.2002.1202202
Paulo Sergio Diniz, Adaptive Filtering: Algorithms and Practical Implementation ,(1997)
D.J. Krusienski, W.K. Jenkins, Adaptive filtering via particle swarm optimization asilomar conference on signals, systems and computers. ,vol. 1, pp. 571- 575 ,(2003) , 10.1109/ACSSC.2003.1291975
Saeid Sanei, Jonathon Chambers, EEG Signal Processing ,(2007)
Xiaopei Wu, Zhongfu Ye, The Study of Classification of Motor Imaginaries Based on Kurtosis of EEG Neural Information Processing. pp. 74- 81 ,(2006) , 10.1007/11893295_9
R.C. Eberhart, Yuhui Shi, Tracking and optimizing dynamic systems with particle swarms congress on evolutionary computation. ,vol. 1, pp. 94- 100 ,(2001) , 10.1109/CEC.2001.934376
J.-H. Zhang, K. Janschek, J.F. Böhme, Y.-J. Zeng, Multi-resolution dyadic wavelet denoising approach for extraction of visual evoked potentials in the brain IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 151, pp. 180- 186 ,(2004) , 10.1049/IP-VIS:20040315
Upal Mahbub, Celia Shahnaz, Shaikh Anowarul Fattah, An adaptive noise cancellation scheme using particle swarm optimization algorithm international conference on communication control and computing technologies. pp. 683- 686 ,(2010) , 10.1109/ICCCCT.2010.5670753
Nick Yeung, Rafal Bogacz, Clay B. Holroyd, Jonathan D. Cohen, Detection of synchronized oscillations in the electroencephalogram: An evaluation of methods Psychophysiology. ,vol. 41, pp. 822- 832 ,(2004) , 10.1111/J.1469-8986.2004.00239.X
Po-Lei Lee, Jen-Chuen Hsieh, Chi-Hsun Wu, Kuo-Kai Shyu, Shyan-Shiou Chen, Tzu-Chen Yeh, Yu-Te Wu, The brain computer interface using flash visual evoked potential and independent component analysis Annals of Biomedical Engineering. ,vol. 34, pp. 1641- 1654 ,(2006) , 10.1007/S10439-006-9175-8