Human Activity Recognition Using Inertial Sensors in a Smartphone: An Overview

A general framework for sensor-based human activity recognition

(2018) Lukas Köping et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

Distilling the Knowledge from Handcrafted Features for Human Activity Recognition

(2018) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

(2018) Frédéric Li et al.   SENSORS

On the Comparison of Wearable Sensor Data Fusion to a Single Sensor Machine Learning Technique in Fall Detection

(2018) Panagiotis Tsinganos et al.   SENSORS

Recent trends in machine learning for human activity recognition-A survey

(2018) Sreenivasan Ramasamy Ramamurthy et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Recognizing Detailed Human Context in the Wild from Smartphones and Smartwatches

(2017) Yonatan Vaizman et al.   IEEE PERVASIVE COMPUTING

Human Activity Classification With Transmission and Reflection Coefficients of On-Body Antennas Through Deep Convolutional Neural Networks

(2017) Youngwook Kim et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Device-Free Wireless Localization and Activity Recognition: A Deep Learning Approach

(2017) Jie Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks

(2017) Julius Hannink et al.   IEEE Journal of Biomedical and Health Informatics

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients

(2017) Bahareh Pourbabaee et al.   IEEE Transactions on Systems Man Cybernetics-Systems

UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones

(2017) Daniela Micucci et al.   Applied Sciences-Basel

Performance Analysis of Smartphone-Sensor Behavior for Human Activity Recognition

(2017) Yufei Chen et al.   IEEE Access

A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

(2016) Aiguo Wang et al.   IEEE SENSORS JOURNAL

Transition-Aware Human Activity Recognition Using Smartphones

(2016) Jorge-L. Reyes-Ortiz et al.   NEUROCOMPUTING

Activity Recognition Using Community Data to Complement Small Amounts of Labeled Instances

(2016) Enrique Garcia-Ceja et al.   SENSORS

Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors

(2016) Muhammad Shoaib et al.   SENSORS

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Deep learning

(2015) Yann LeCun et al.   NATURE

A Survey of Online Activity Recognition Using Mobile Phones

(2015) Muhammad Shoaib et al.   SENSORS

Exploiting multi-channels deep convolutional neural networks for multivariate time series classification

(2015) Yi Zheng et al.   Frontiers of Computer Science

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

IODetector

(2014) Mo Li et al.   ACM Transactions on Sensor Networks

Multi-Sensor Fusion for Enhanced Contextual Awareness of Everyday Activities with Ubiquitous Devices

(2014) John Guiry et al.   SENSORS

Window Size Impact in Human Activity Recognition

(2014) Oresti Banos et al.   SENSORS

Fusion of Smartphone Motion Sensors for Physical Activity Recognition

(2014) Muhammad Shoaib et al.   SENSORS

Measuring and Influencing Physical Activity with Smartphone Technology: A Systematic Review

(2014) Judit Bort-Roig et al.   SPORTS MEDICINE

Activity Recognition on Smartphones via Sensor-Fusion and KDA-Based SVMs

(2014) Adil Mehmood Khan et al.   International Journal of Distributed Sensor Networks

Energy-Efficient Motion Related Activity Recognition on Mobile Devices for Pervasive Healthcare

(2013) Yunji Liang et al.   MOBILE NETWORKS & APPLICATIONS

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

(2013) Ricardo Chavarriaga et al.   PATTERN RECOGNITION LETTERS

Real-Time Human Ambulation, Activity, and Physiological Monitoring: Taxonomy of Issues, Techniques, Applications, Challenges and Limitations

(2013) Rinat Khusainov et al.   SENSORS

Exploratory Data Analysis of Acceleration Signals to Select Light-Weight and Accurate Features for Real-Time Activity Recognition on Smartphones

(2013) Adil Khan et al.   SENSORS

Personalization in Mobile Activity Recognition System Using K-Medoids Clustering Algorithm

(2013) Quang Viet Vo et al.   International Journal of Distributed Sensor Networks

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

Mobile Phone Sensing Systems: A Survey

(2012) Wazir Zada Khan et al.   IEEE Communications Surveys and Tutorials

Sensor-Based Activity Recognition

(2012) Liming Chen et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Elderly frailty detection by using accelerometer-enabled smartphones and clinical information records

(2012) Jesús Fontecha et al.   Personal and Ubiquitous Computing

Activity logging using lightweight classification techniques in mobile devices

(2012) Henar Martín et al.   Personal and Ubiquitous Computing

Data Fusion Algorithms for Multiple Inertial Measurement Units

(2011) Jared B. Bancroft et al.   SENSORS

Using mobile phones to determine transportation modes

(2010) Sasank Reddy et al.   ACM Transactions on Sensor Networks

A survey of mobile phone sensing

(2010) Nicholas Lane et al.   IEEE COMMUNICATIONS MAGAZINE

Accurate monitoring of human physical activity levels for medical diagnosis and monitoring using off-the-shelf cellular handsets

(2010) Martin Hynes et al.   Personal and Ubiquitous Computing

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing