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Dataset

Shoaib Sensors 2014

smartphone IMU HAR, 10 subjects, 7 activities, 5 body positions (50 Hz)

IMUUtwente.nl
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Classic smartphone motion-sensor HAR set from University of Twente (Shoaib et al., Sensors 2014). Ten male participants (25–30 y) performed walking, running, sitting, standing, jogging, biking, walking upstairs and downstairs while carrying smartphones at multiple body positions (including wrist as smartwatch proxy). Sensors: accelerometer, gyroscope, magnetometer at 50 Hz.

At a glance
Type
Dataset
Host
Utwente.nl (opens in a new tab)
DOI
Not reported
Licence
Not reported
Access
Not reported
Subjects
10
Signals
IMU
PPG sites
None
Setting
Lab
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Human activity recognition
Models
Papers
Updated
Nov 10, 2026
Shoaib Sensors 2014: ChatPPG research summary card

Key numbers

10
Subjects
1
Reference labels
ACTIVITY

How it works

How Shoaib Sensors 2014 works: Devices & body sites → Signals recorded → TasksDevices & body sites: None (PPG site). Signals recorded: Shoaib Sensors 2014, 10 subjects, signals IMU. Tasks: Activity recognition.Devices & body sitesNone: PPG siteNonePPG siteSignals recordedShoaib Sensors 201410 subjectsxyzIMUTasksActivity recognitionActivity recognition
Reference labels
activity

Papers and models using this dataset· 8

Papers

Models

#29 of 158 most-used datasets by published papers and models · #14 of 70 IMU

Browse these 5 papers in the research explorer (filtered to Shoaib Sensors 2014)

Cite

No citation metadata yet.

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). Shoaib Sensors 2014: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/shoaib-sensors-2014

BibTeX
@misc{chatppg_dataset_shoaib_sensors_2014,
  author       = {{ChatPPG}},
  title        = {{Shoaib Sensors 2014: dataset record}},
  year         = {2026},
  month        = nov,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/shoaib-sensors-2014}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "Shoaib Sensors 2014: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/shoaib-sensors-2014"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-11-10"

History

  1. Record updated

Same tasks, signals and research

Papers

Models