43
Correlations of Gait Phase Kinematics and Cortical EEG: Modelling Human Gait with Data…
DOI: http://dx.doi.org/10.5772/intechopen.88465
[16] Rebula JR, Ojeda LV, Adamczyk PG,
Kuo AD. Measurement of foot
placement and its variability with
inertial sensors. Gait & Posture.
2013;38:974-980
[17] Wu Y, Krishnan S. Computer-aided
analysis of gait rhythm fluctuations in
amyotrophic lateral sclerosis. Medical &
Biological Engineering & Computing.
2009;47:1165-1171
[18] Schlachetzki JCM, Barth J,
Marxreiter F, et al. Wearable sensors
objectively measure gait parameters
in Parkinson’s disease. PLoS ONE.
2017;12:e0183989
[19] Komaris D-S,
Govind C, Murphy A, Ewen A,
Riches P. Identification of movement
strategies during the sit-to-walk
movement in patients with knee
osteoarthritis. Journal of Applied
Biomechanics. 2018;34:96-103
[20] Barth J, Klucken J, Kugler P,
Kammerer T, Steidl R, Winkler J, et al.
Biometric and mobile gait analysis for
early diagnosis and therapy monitoring
in Parkinson’s disease. In: 2011 Annu.
Int. Conf. IEEE Eng. Med. Biol. Soc.
IEEE; 2011. pp. 868-871
[21] Hausdorff JM, Lertratanakul A,
Cudkowicz ME, Peterson AL, Kaliton D,
Goldberger AL. Dynamic markers of
altered gait rhythm in amyotrophic
lateral sclerosis. Journal of Applied
Physiology. 2000;88:2045-2053
[22] Hausdorff JM, Cudkowicz ME,
Firtion R, Wei JY, Goldberger AL. Gait
variability and basal ganglia disorders:
Stride-to-stride variations of gait
cycle timing in parkinson’s disease
and huntington’s disease. Movement
Disorders. 1998;13:428-437
[23] Presacco A, Goodman R,
Forrester L, Contreras-Vidal JL. Neural
decoding of treadmill walking from
noninvasive electroencephalographic
signals. Journal of Neurophysiology.
2011;106:1875-1887
[24] Choi JT, Bastian AJ. Adaptation
reveals independent control
networks for human walking. Nature
Neuroscience. 2007;10:1055-1062
[25] Sburlea AI, Montesano L,
Cano-De La Cuerda R, Alguacil
Diego IM, Miangolarra-Page JC,
Minguez J. Detecting intention to
walk in stroke patients from premovement EEG correlates. Journal of
Neuroengineering and Rehabilitation.
2015;12:1-12
[26] Hortal E, Úbeda A, Iáñez E,
Fernández E, Azorín JM. Using EEG
Signals to Detect the Intention of
Walking Initiation and Stop. Cham:
Springer; 2015. pp. 278-287
[27] Perrey S. Possibilities for examining
the neural control of gait in humans
with fNIRS. Frontiers in Physiology.
2014;5:204
[28] Jin H, Li C, Xu J. Pilot study on
gait classification using fNIRS signals.
Computational Intelligence and
Neuroscience. 2018;2018:1-9
[29] Artoni F, Fanciullacci C,
Bertolucci F, Panarese A, Makeig S,
Micera S, et al. Unidirectional brain
to muscle connectivity reveals motor
cortex control of leg muscles during
stereotyped walking. NeuroImage.
2017;159:403-416
[30] Bradford JC, Lukos JR,
Ferris DP. Electrocortical activity
distinguishes between uphill and
level walking in humans. Journal of
Neurophysiology. 2016;115:958-966
[31] Bruijn SM, Van Dieën JH,
Daffertshofer A. Beta activity in the
premotor cortex is increased during
stabilized as compared to normal
walking. Frontiers in Human
Neuroscience. 2015;9:593
Correlations of Gait Phase Kinematics and Cortical EEG: Modelling Human Gait with Data…
DOI: http://dx.doi.org/10.5772/intechopen.88465
[16] Rebula JR, Ojeda LV, Adamczyk PG,
Kuo AD. Measurement of foot
placement and its variability with
inertial sensors. Gait & Posture.
2013;38:974-980
[17] Wu Y, Krishnan S. Computer-aided
analysis of gait rhythm fluctuations in
amyotrophic lateral sclerosis. Medical &
Biological Engineering & Computing.
2009;47:1165-1171
[18] Schlachetzki JCM, Barth J,
Marxreiter F, et al. Wearable sensors
objectively measure gait parameters
in Parkinson’s disease. PLoS ONE.
2017;12:e0183989
[19] Komaris D-S,
Govind C, Murphy A, Ewen A,
Riches P. Identification of movement
strategies during the sit-to-walk
movement in patients with knee
osteoarthritis. Journal of Applied
Biomechanics. 2018;34:96-103
[20] Barth J, Klucken J, Kugler P,
Kammerer T, Steidl R, Winkler J, et al.
Biometric and mobile gait analysis for
early diagnosis and therapy monitoring
in Parkinson’s disease. In: 2011 Annu.
Int. Conf. IEEE Eng. Med. Biol. Soc.
IEEE; 2011. pp. 868-871
[21] Hausdorff JM, Lertratanakul A,
Cudkowicz ME, Peterson AL, Kaliton D,
Goldberger AL. Dynamic markers of
altered gait rhythm in amyotrophic
lateral sclerosis. Journal of Applied
Physiology. 2000;88:2045-2053
[22] Hausdorff JM, Cudkowicz ME,
Firtion R, Wei JY, Goldberger AL. Gait
variability and basal ganglia disorders:
Stride-to-stride variations of gait
cycle timing in parkinson’s disease
and huntington’s disease. Movement
Disorders. 1998;13:428-437
[23] Presacco A, Goodman R,
Forrester L, Contreras-Vidal JL. Neural
decoding of treadmill walking from
noninvasive electroencephalographic
signals. Journal of Neurophysiology.
2011;106:1875-1887
[24] Choi JT, Bastian AJ. Adaptation
reveals independent control
networks for human walking. Nature
Neuroscience. 2007;10:1055-1062
[25] Sburlea AI, Montesano L,
Cano-De La Cuerda R, Alguacil
Diego IM, Miangolarra-Page JC,
Minguez J. Detecting intention to
walk in stroke patients from premovement EEG correlates. Journal of
Neuroengineering and Rehabilitation.
2015;12:1-12
[26] Hortal E, Úbeda A, Iáñez E,
Fernández E, Azorín JM. Using EEG
Signals to Detect the Intention of
Walking Initiation and Stop. Cham:
Springer; 2015. pp. 278-287
[27] Perrey S. Possibilities for examining
the neural control of gait in humans
with fNIRS. Frontiers in Physiology.
2014;5:204
[28] Jin H, Li C, Xu J. Pilot study on
gait classification using fNIRS signals.
Computational Intelligence and
Neuroscience. 2018;2018:1-9
[29] Artoni F, Fanciullacci C,
Bertolucci F, Panarese A, Makeig S,
Micera S, et al. Unidirectional brain
to muscle connectivity reveals motor
cortex control of leg muscles during
stereotyped walking. NeuroImage.
2017;159:403-416
[30] Bradford JC, Lukos JR,
Ferris DP. Electrocortical activity
distinguishes between uphill and
level walking in humans. Journal of
Neurophysiology. 2016;115:958-966
[31] Bruijn SM, Van Dieën JH,
Daffertshofer A. Beta activity in the
premotor cortex is increased during
stabilized as compared to normal
walking. Frontiers in Human
Neuroscience. 2015;9:593