TY - GEN
T1 - Towards a Methodology for Acceptance Testing and Validation of Monitoring Bodyworn Devices
AU - Tonkin, Emma L.
AU - Nieto, Miquel Perello
AU - Bi, Haixia
AU - Vafeas, Antonis
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/3
Y1 - 2020/3
N2 - In hardware deployments, it is often necessary to test platforms for suitability for particular purposes. As lengthy data collection processes often outlive specific iterations of hardware and firmware, it is likely that migration between platforms may become necessary. In this short paper we describe a practical approach employed for acceptance testing, comparison and validation of two iterations of a wearable accelerometer and localisation platform, based on an annotated 15-task activity script. We present an analysis on the data generated for the different activities, and compare device performance using common machine learning algorithms for activity recognition.
AB - In hardware deployments, it is often necessary to test platforms for suitability for particular purposes. As lengthy data collection processes often outlive specific iterations of hardware and firmware, it is likely that migration between platforms may become necessary. In this short paper we describe a practical approach employed for acceptance testing, comparison and validation of two iterations of a wearable accelerometer and localisation platform, based on an annotated 15-task activity script. We present an analysis on the data generated for the different activities, and compare device performance using common machine learning algorithms for activity recognition.
UR - https://www.scopus.com/pages/publications/85091963859
U2 - 10.1109/PerComWorkshops48775.2020.9156257
DO - 10.1109/PerComWorkshops48775.2020.9156257
M3 - 会议稿件
AN - SCOPUS:85091963859
T3 - 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020
BT - Proceedings - 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020
Y2 - 23 March 2020 through 27 March 2020
ER -