Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare—A Survey

Author:

Rukmini Pradyumna G.1ORCID,Hegde Roopa B.1ORCID,Basavarajappa Bommegowda K.1ORCID,Bhat Anil Kumar1,Pujari Amit N.23ORCID,Gargiulo Gaetano D.4567ORCID,Gunawardana Upul4ORCID,Jan Tony8ORCID,Naik Ganesh R.8910ORCID

Affiliation:

1. Department of Electronics & Communication Engineering, NMAM Institute Technology, NITTE (Deemed to be University), Nitte 574110, India

2. School of Physics, Engineering and Computer Science, University of Hertfordshire, Hertfordshire AL10 9AB, UK

3. School of Engineering, University of Aberdeen, Aberdeen AB24 3FX, UK

4. School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia

5. The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Penrith, NSW 2751, Australia

6. Translational Health Research Institute, Western Sydney University, Penrith, NSW 2751, Australia

7. The Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia

8. Centre for Artificial Intelligence Research and Optimization (AIRO), Design and Creative Technology Vertical, Torrens University, Ultimo, NSW 2007, Australia

9. College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia

10. Design and Creative Technology Vertical, Torrens University, Wakefield Street, Adelaide, SA 5000, Australia

Abstract

Smart shoes have ushered in a new era of personalised health monitoring and assistive technologies. Smart shoes leverage technologies such as Bluetooth for data collection and wireless transmission, and incorporate features such as GPS tracking, obstacle detection, and fitness tracking. As the 2010s unfolded, the smart shoe landscape diversified and advanced rapidly, driven by sensor technology enhancements and smartphones’ ubiquity. Shoes have begun incorporating accelerometers, gyroscopes, and pressure sensors, significantly improving the accuracy of data collection and enabling functionalities such as gait analysis. The healthcare sector has recognised the potential of smart shoes, leading to innovations such as shoes designed to monitor diabetic foot ulcers, track rehabilitation progress, and detect falls among older people, thus expanding their application beyond fitness into medical monitoring. This article provides an overview of the current state of smart shoe technology, highlighting the integration of advanced sensors for health monitoring, energy harvesting, assistive features for the visually impaired, and deep learning for data analysis. This study discusses the potential of smart footwear in medical applications, particularly for patients with diabetes, and the ongoing research in this field. Current footwear challenges are also discussed, including complex construction, poor fit, comfort, and high cost.

Funder

Centre for Artificial Intelligence Research and Optimization (AIRO), Torrens University, Australia

Publisher

MDPI AG

Reference135 articles.

1. A Review of Smart Technologies Embedded in Shoes;Gokalgandhi;J. Med. Syst.,2020

2. Smart insoles review over the last two decade: Applications, potentials, and future;Almuteb;Smart Health,2022

3. Wikimedia Commons (2023, July 26). File. HC SR04 Ultrasonic Sensor 1480319 20. HDR Enhancer.jpg. Available online: https://commons.wikimedia.org/wiki.

4. (2023, July 26). robokits.co.in. TINY LIDAR Laser Ranging Sensor TOF Based on VL53L0X 2 Meters Range. Available online: https://robokits.co.in/sensors/lidar-laser-rangefinders/tiny-lidar-laser-ranging-sensor-tof-based-on-vl53l0x-2-meters-range.

5. Wikimedia Commons (2023, July 26). File: MEMS Barometer Capacitive Principal.svg. Available online: https://commons.wikimedia.org/wiki/File:MEMS_barometer_capacitive_Principal.svg.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3