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Updated: Jun 20, 2026

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
Published on: December 11, 2015
Smartphone Assessment of the Sitting Heel-Rise Test
Gustavo O Hoffmann1, Edilson Borba1, Eduardo H Casarotto1
1Centro de Estudos do Comportamento Motor, Departamento de Educação Física, Setor de Ciências Biológicas, Universidade Federal do Paraná, Rua Coronel Heráclito dos Santos, 100, Centro Politécnico, Jardim das Américas, Curitiba 19011, Paraná, Brazil.
This study shows a smartphone can accurately measure seated heel-rise tests to assess plantarflexor muscle function. This method is ideal for individuals with severe balance issues who cannot stand for testing.
Area of Science:
- Biomechanics
- Rehabilitation Engineering
- Medical Device Technology
Background:
- Assessing plantarflexor muscle function is crucial for mobility and balance.
- Traditional tests often require standing, limiting use in individuals with severe balance impairment.
- A simple, accessible method is needed for evaluating this muscle group in at-risk populations.
Purpose of the Study:
- To introduce and validate a novel seated heel-rise test using smartphone gyroscopic data.
- To demonstrate the feasibility of using smartphone technology for objective functional assessments.
- To provide an alternative assessment for individuals unable to perform standing balance tests.
Main Methods:
- Participants performed a 60-second seated heel-rise test with a smartphone on their thigh.
- Gyroscopic data from the smartphone and 2D video analysis were collected simultaneously.
- Data were analyzed to determine the number of cycles and time parameters (T-rise, T-lower, T-total).
Main Results:
- Smartphone gyroscope accurately detected the number of heel-raise cycles compared to video analysis.
- Excellent agreement was found between gyroscopic and video data for time domain measurements (T-rise, T-lower, T-total).
- Small limits of agreement indicate high reliability and precision of the smartphone method.
Conclusions:
- A smartphone can reliably assess seated heel-rise test performance.
- This method offers a practical and objective way to evaluate plantarflexor muscle function.
- The seated heel-rise test is a valuable tool for individuals with significant balance deficits.

