ERICA: Enabling real-time mistake detection and corrective feedback for free-weights exercises

• Main Authors: RADHAKRISHNAN, Meeralakshmi, RATHNAYAKE, Darshana, ONG, Koon Han, HWANG, Inseok, MISRA, Archan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: smart gym; digital personal trainer; earables; free-weights exercises; Internet of things (IoT); personalized feedback; Software Engineering; Sports Sciences
• Online Access: https://ink.library.smu.edu.sg/sis_research/5894; https://ink.library.smu.edu.sg/context/sis_research/article/6897/viewcontent/29._ERICA_Enabling_Real_time_Mistake_Detection___Corrective_Feedback_for_Free_Weights_Exercises__Sensys2020_.pdf
• Institution: Singapore Management University

We present ERICA, a digital personal trainer for users performing free weights exercises, with two key differentiators: (a) First, unlike prior approaches that either require multiple on-body wearables or specialized infrastructural sensing, ERICA uses a single in-ear "earable" device (pig...