Imagimat smart carpet:POF layer to detect gait and mobility

Scully, P. J., Cantoral-Ceballos, J., Vaughan, J., Wright, P., Zebin, T. ORCID: https://orcid.org/0000-0003-0437-0570, Podd, F., Costilla-Reyes, O., Brown Wilson, C., Todd, C., Stanmore, E. and Ozanyan, K. B. (2015) Imagimat smart carpet:POF layer to detect gait and mobility. In: 24th International Conference on Plastic Optical Fibers, POF 2015, 2015-09-22 - 2015-09-24.

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Abstract

The iMagiMat Smart Carpet is a tomography-based polymer optical fibre (POF) sensor system that images the real-time deformation exerted by human footsteps, to access characteristics of individual gait and mobility. Measurements of changes in POF transmission, due to small deformations of individual optical fibres embedded within the carpet surface, are mapped using a sensing grid of Toray POF sensor elements of 1mm diameter (multimode, 980μm inner diameter, 10μm cladding) and fed into an inverse tomography imaging problem solver. We report recent progress; including the implementation of fast footprint "centre of mass" calculation, related to "centre of pressure" and ground reaction force, the suitability of machine learning techniques for the extraction of gait parameters; and evaluation of iMagiMat performance against more conventional technology such as GAITrite, force plates and inertial motion sensors.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Funding Information: Thank you to the following funding bodies for supporting the iMAGiMAT research and current/recent students. Photon Science Institute (University of Manchester) Pump Prime Fund, Engineering and Physical Sciences Research Council (EPSRC) Bridging the Gap and Translational Research and Pathways to Impact fund, Manchester Institute for Collaborative Research on Ageing (MICRA), Manchester Integrating Medicine and Innovative Technology (MIMIT), Arthritis Research UK, Manchester Academic Health Science Centre (AHSC) Healthcare Challenge. Conacyt for funding PhD studentships for Jose Cantoral Ceballos and Omar Constilla-Reyes. The University of Manchester President's Doctoral Scholarship Award for funding a PhD studentship for Tahmina Zebin.
Uncontrolled Keywords: biometrics,deformation,gait,mobility,pof,pressure,strain,tomography,electronic, optical and magnetic materials,materials chemistry,polymers and plastics ,/dk/atira/pure/subjectarea/asjc/2500/2504
Faculty \ School: Faculty of Science > School of Computing Sciences
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Depositing User: LivePure Connector
Date Deposited: 03 Nov 2022 12:32
Last Modified: 03 Nov 2022 12:32
URI: https://ueaeprints.uea.ac.uk/id/eprint/89567
DOI:

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