Human activity recognition using inertial sensors in a smartphone: An overview

W Sousa Lima, E Souto, K El-Khatib, R Jalali, J Gama - Sensors, 2019 - mdpi.com
The ubiquity of smartphones and the growth of computing resources, such as connectivity,
processing, portability, and power of sensing, have greatly changed people's lives. Today …

A review and taxonomy of activity recognition on mobile phones

OD Incel, M Kose, C Ersoy - BioNanoScience, 2013 - Springer
The release of smart phones equipped with a rich set of sensors has enabled human activity
recognition on mobile platforms. Monitoring the daily activities and their levels helps in …

Context-awareness for mobile sensing: A survey and future directions

Ö Yürür, CH Liu, Z Sheng, VCM Leung… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
The evolution of smartphones together with increasing computational power has
empowered developers to create innovative context-aware applications for recognizing user …

Energy-efficient continuous activity recognition on mobile phones: An activity-adaptive approach

Z Yan, V Subbaraju, D Chakraborty… - 2012 16th …, 2012 - ieeexplore.ieee.org
Power consumption on mobile phones is a painful obstacle towards adoption of continuous
sensing driven applications, eg, continuously inferring individual's locomotive activities …

Deep learning based multimodal complex human activity recognition using wearable devices

L Chen, X Liu, L Peng, M Wu - Applied Intelligence, 2021 - Springer
Wearable device based human activity recognition, as an important field of ubiquitous and
mobile computing, is drawing more and more attention. Compared with simple human …

Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments

N Roy, A Misra, D Cook - Journal of ambient intelligence and humanized …, 2016 - Springer
Activity recognition in smart environments is an evolving research problem due to the
advancement and proliferation of sensing, monitoring and actuation technologies to make it …

Dexar: Deep explainable sensor-based activity recognition in smart-home environments

L Arrotta, G Civitarese, C Bettini - Proceedings of the ACM on Interactive …, 2022 - dl.acm.org
The sensor-based recognition of Activities of Daily Living (ADLs) in smart-home
environments is an active research area, with relevant applications in healthcare and …

[HTML][HTML] Mining personal data using smartphones and wearable devices: A survey

CS Liew, TY Wah, J Shuja, B Daghighi - Sensors, 2015 - mdpi.com
The staggering growth in smartphone and wearable device use has led to a massive scale
generation of personal (user-specific) data. To explore, analyze, and extract useful …

ExposureSense: Integrating daily activities with air quality using mobile participatory sensing

B Predić, Z Yan, J Eberle, D Stojanovic… - 2013 IEEE …, 2013 - ieeexplore.ieee.org
With an increasing number of rich embedded sensors, like accelerometer and GPS,
smartphone becomes a pervasive people-centric sensing platform for inferring user's daily …

Automated detection of faults in sewers using CCTV image sequences

J Myrans, R Everson, Z Kapelan - Automation in Construction, 2018 - Elsevier
Routine CCTV surveys are vital to the effective maintenance of wastewater networks, but
their time-consuming nature makes them very expensive. We present a methodology …