Title

Detection of daily activities from ear-worn accelerometer signals: a pilot study with topological data analysis

Journal title

Archive of Mechanical Engineering

Yearbook

2026

Volume

vol. 73

Issue

No 1

Authors

Przewocki, Janusz ; Marchwicka, Maria ; Wąsik, Anna ; Reichel, Bartosz ; Sieklicki, Wiktor ; Goch, Katarzyna ; Łukaszuk, Krzysztof

Affiliation

Przewocki, Janusz : Lifeconcept sp. z o.o., Olsztyn, Poland ; Przewocki, Janusz : Institute of Mathematics, Faculty of Mathematics, Physics and Informatics, University of Gdańsk, Gdańsk, Poland ; Wąsik, Anna : Lifeconcept sp. z o.o., Olsztyn, Poland ; Wąsik, Anna : Doctoral School at the Faculty of Mathematics, Physics and Informatics, University of Gdańsk, Gdańsk, Poland ; Reichel, Bartosz : Institute of Applied Physics and Informatics, Faculty of Applied Physics and Mathematics, Gdańsk University of Technology, Gdańsk, Poland\ ; Sieklicki, Wiktor : $Institute of Mechanics and Machine Design, Faculty of Mechanical Engineering and Ship Technology, Gdańsk University of Technology, Gdańsk, Poland ; Goch, Katarzyna : Lifeconcept sp. z o.o., Olsztyn, Poland ; Goch, Katarzyna : Departament of Social Medicine, Medical University of Gdańsk, Gdańsk, Poland ; Łukaszuk, Krzysztof : Lifeconcept sp. z o.o., Olsztyn, Poland ; Łukaszuk, Krzysztof : Department of Obstetrics and Gynecology Nursing, Medical University of Gdańsk, Gdańsk, Poland

Keywords

accelerometer ; human activity recognition ; topological data analysis ; persistent homology ; machine learning

Divisions of PAS

Nauki Techniczne

Coverage

195-215

Publisher

Polish Academy of Sciences, Committee on Machine Building

Date

12.03.2026

Type

Article

Identifier

DOI: 10.24425/ame.2026.157610 ; ISSN 0004-0738, e-ISSN 2300-1895