ArticleSensors (Basel, Switzerland)2018
Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors.
Article in Sensors (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Intelligent Sports Weights.Sensors (Basel, Switzerland) · 2025Article
- A benchmark for domain adaptation and generalization in smartphone-based human activity recognition.Scientific data · 2024Article
- Human Activity Recognition Algorithm with Physiological and Inertial Signals Fusion: Photoplethysmography, Electrodermal Activity, and Accelerometry.Sensors (Basel, Switzerland) · 2024Article
- Effect of Equipment on the Accuracy of Accelerometer-Based Human Activity Recognition in Extreme Environments.Sensors (Basel, Switzerland) · 2023Article
- Guided regularized random forest feature selection for smartphone based human activity recognition.Journal of ambient intelligence and humanized computing · 2023Article
- Improved Spatiotemporal Framework for Human Activity Recognition in Smart Environment.Sensors (Basel, Switzerland) · 2022Article
- Enhanced Classification of Dog Activities with Quaternion-Based Fusion Approach on High-Dimensional Raw Data from Wearable Sensors.Sensors (Basel, Switzerland) · 2022Article
- Limb accelerations during sleep are related to measures of strength, sensation, and spasticity among individuals with spinal cord injury.Journal of neuroengineering and rehabilitation · 2022Article
- Significant Features for Human Activity Recognition Using Tri-Axial Accelerometers.Sensors (Basel, Switzerland) · 2022Article
- WISP, Wearable Inertial Sensor for Online Wheelchair Propulsion Detection.Sensors (Basel, Switzerland) · 2022Article
- Cost-effective filtering of unreliable proximity detection results based on BLE RSSI and IMU readings using smartphones.Scientific reports · 2022Article
- Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study.Sensors (Basel, Switzerland) · 2021Article
- A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling.Sensors (Basel, Switzerland) · 2021Article
- New Sensor Data Structuring for Deeper Feature Extraction in Human Activity Recognition.Sensors (Basel, Switzerland) · 2021Article
- A Mixed-Perception Approach for Safe Human-Robot Collaboration in Industrial Automation.Sensors (Basel, Switzerland) · 2020Article
- An Experimental Test Proposal to Study Human Behaviour in Fires Using Virtual Environments.Sensors (Basel, Switzerland) · 2020Article
- Data Analytics and Applications of the Wearable Sensors in Healthcare: An Overview.Sensors (Basel, Switzerland) · 2020Article
- Human Activity Recognition using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey.IEEE access : practical innovations, open solutions · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Human Activity Recognition (HAR) refers to an emerging area of interest for medical, military, and security applications. However, the identification of the features to be used for activity classification and recognition is still an open point. The aim of this study was to compare two different feature sets for HAR. Particularly, we compared a set including time, frequency, and time-frequency domain features widely used in literature (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.