Abstract
In rehabilitation, emotional aspect is one key factor to motivate patients to reach their full recovery. Our previous study developed wireless PAM driver as walking-support device and experimentally evaluated its effectiveness in physical ability, but has not performed evaluation on emotional aspect yet. Therefore, this study experimentally evaluates cognitive load and its relationship with physical ability (i.e. performance and joint motion) on walking support using our PAM driver with variations of walking conditions. We obtained tendency of double-blink rate as rapid serial blinks to evaluate cognitive load during walking. In addition, we obtained correlations between gait velocity and blink rates, indicating that cognitive load was affected by walking speed (performance) more than joint motion (swing support).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Linton, S.J., Shaw, W.S.: Impact of psychological factors in the experience of pain. Phys. Ther. 91(5), 700–711 (2011)
Knuth, A., Stewart, L.R., Brent, C., Salerno, R.: Psychological aspects of rehabilitation as perceived by physical therapists. J. Phys. Fitness Med. Treat. Sports 2(1), 1–8 (2018)
Patel, S., Park, H., Bonato, P., Chan, L., Rodgers, M.: A review of wearable sensors and systems with application in rehabilitation. J. NeuroEng. Rehabil. 9(21), 1–17 (2012)
Lévy, P., Yamanaka, T., Tomico, O.: Psychophysiological applications in kansei. In: Kansei Engineering and Soft Computing: Theory and Practice, pp. 266–286, IGI Global (2011)
Toda, H., Tada, M., Maruyama, T., Kurita, Y.: Effect of contraction parameters on swing support during walking using wireless pneumatic artificial muscle driver: a preliminary study. In: the SICE Annual Conference, pp. 727–732 (2019)
Endo, Y., Tada, M., Mochimaru, M.: Dhaiba: development of virtual ergonomic assessment system with human models. In: The 3rd International Digital Human Modeling Symposium (2014)
Kanoh, S., Ichi-nohe, S., Shioya, S., Inoue, K., Kawashima, R.: Development of an eyewear to measure eye and body movements. In: IEEE Engineering in Medicine and Biology Society (2015)
Yean, S., Tada, M., Toda, H., Lee, B.: Adaptive automatic controller for Pneumatic Artificial Muscle (PAM) of wireless PAM driver (2019, Under submission)
Ledger, H.: The effect cognitive load has on eye blinking. Plymount Stud. Sci. 6(1), 206–223 (2013)
Nomura, R., Maruno, S.: Rapid serial blinks: an index of temporally increased cognitive load. PLoS One 14(12), 1–11 (2019)
Acknowledgments
This paper is based on results obtained from a project commissioned by the New Energy and Industrial Technology Development Organization (NEDO).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Laohakangvalvit, T., Toda, H., Maruyama, T., Kurita, Y., Tada, M. (2020). Evaluation of Cognitive Load and Its Relationship with Physical Ability on Walking Support Using Pneumatic Artificial Muscle (PAM) Driver. In: Ahram, T., Falcão, C. (eds) Advances in Usability, User Experience, Wearable and Assistive Technology. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1217. Springer, Cham. https://doi.org/10.1007/978-3-030-51828-8_114
Download citation
DOI: https://doi.org/10.1007/978-3-030-51828-8_114
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-51827-1
Online ISBN: 978-3-030-51828-8
eBook Packages: EngineeringEngineering (R0)