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MHEALTH (Mobile Health) Dataset

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Catalog metadata: This page is a discovery record, not publisher documentation. Verify the description, schema, provenance, version, licence, and citation at the linked source before use.

Catalog Summary

"Body motion and vital signs recordings from volunteers performing physical activities, used for human behavior analysis and health monitoring."

Catalog Notes

IoMT Application

Benchmark dataset for human activity recognition using multimodal body sensing. Sensors are placed on the chest, right wrist, and left ankle.

Sensor Modalities

  • Acceleration (X,Y,Z): Motion detection from 3 body points.
  • ECG (Lead 1, Lead 2): Electrical heart activity.
  • Gyroscope & Magnetometer: Orientation and rotation tracking.

Data Preview

acc_chest_xacc_chest_yacc_chest_zecg_1ecg_2acc_ankle_xlabel
-9.81840.00990.29560.00410.00412.18490
-9.84890.52400.37340.00410.00412.38760

Showing first few rows for preview

Research guide

Guides and analyses for this dataset

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Provided Citation

Banos, O., Garcia, R., & Saez, A. (2014). MHEALTH [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5TW22.

This citation is displayed as supplied. Automatic style conversion is disabled because structured citation metadata is not recorded.

Source metadata: External (2026)

Indexed by IoTDataset.com on Jan 13, 2026

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