[Eeglablist] Pre-processing the EEG signals collected from walking

[Tarik S Bel-Bahar]

Greetings Lin,

Just a few quick thoughts that might help you:

You may want to start by looking some previous articles that have
dealt with this data.
It should give you some ideas about what to do. See the article titles
 at the end of this email. If there is no active link at the end of the email,
just search the article title on Google Scholar.
You can of course also search for other similar articles yourself on
that website.

Last, if you have not already, and you are planning to use eeglab,
please read through and use the eeglab tutorial and wiki/manual.
Please also take a look at the online videos of the 12th eeglab workshop,
where all basic processing steps are also described.
On the eeglab tutorial, wiki, and videos
http://sccn.ucsd.edu/eeglab/eeglabtut.html
http://sccn.ucsd.edu/wiki/Online_EEGLAB_Workshop
you can find descriptions of all basic processing steps with eeglab.
You can also easily find  recent articles that use eeglab with
Google Scholar..


Here are some examples of the walking/movement EEG articles that you can find
for your specific needs:

ARTICLE TITLE: Visual evoked responses during standing and walking
AUTHORS: K Gramann, JT Gwin, N Bigdely-Shamlo… - Frontiers in Human …, 2010

ARTICLE TITLE:
Removal of movement artifact from high-density EEG recorded during
walking and running
AUTHORS:
JT Gwin, K Gramann, S Makeig… - Journal of …, 2010 -

Neural decoding of treadmill walking from noninvasive
electroencephalographic signals
A Presacco, R Goodman, L Forrester… - Journal of …, 2011 -

Mobile brain/body imaging (MoBI): High-density electrical mapping of
inhibitory processes during walking
P De Sanctis, JS Butler, JM Green… - … in Medicine and …, 2012

Feasibility of measuring event Related Desynchronization with
electroencephalography during walking
M Severens, B Nienhuis, P Desain… - … in Medicine and …, 2012

EEG during pedaling: Evidence for cortical control of locomotor tasks
S Jain, K Gourab, S Schindler-Ivens, BD Schmit - Clinical
Neurophysiology, 2012 -

REMOV: EEG artifacts removal methods during Lokomat lower-limb rehabilitation
F Artoni, C Chisari, D Menicucci… - … (BioRob), 2012 4th …, 2012