Abstract:
:In this letter, making use of real gait force profiles of healthy and patient groups with Parkinson disease which have different disease severity in terms of Hoehn-Yahr stage, we calculate various heuristic complexity measures of the recurrence quantification analysis (RQA). Using this technique, we are able to evince that entropy, determinism and average diagonal line length (divergence) measures decrease (increases) with increasing disease severity. We also explain these tendencies using a theoretical model (based on the sine-circle map), so that we clearly relate them to decreasing degree of irrationality of the system as a course of gait's nature. This enables us to interpret the dynamics of normal/pathological gait and is expected to increase further applications of this technique on gait timings, gait force profiles and combinations of them with various physiological signals.
journal_name
Sci Repjournal_title
Scientific reportsauthors
Afsar O,Tirnakli U,Marwan Ndoi
10.1038/s41598-018-27369-2subject
Has Abstractpub_date
2018-06-14 00:00:00pages
9102issue
1issn
2045-2322pii
10.1038/s41598-018-27369-2journal_volume
8pub_type
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