Energy-efficient and context-aware smartphone sensor employment

Ö Yürür, CH Liu, C Perera, M Chen… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
New-generation mobile devices will inevitably be employed within the realm of ubiquitous
sensing. In particular, smartphones have been increasingly used for human activity …

Energy-efficient integration of continuous context sensing and prediction into smartwatches

R Rawassizadeh, M Tomitsch, M Nourizadeh… - Sensors, 2015 - mdpi.com
As the availability and use of wearables increases, they are becoming a promising platform
for context sensing and context analysis. Smartwatches are a particularly interesting platform …

Learning to infer the status of heavy-duty sensors for energy-efficient context-sensing

X Li, H Cao, E Chen, J Tian - ACM Transactions on Intelligent Systems …, 2012 - dl.acm.org
With the prevalence of smart mobile devices with multiple sensors, the commercial
application of intelligent context-aware services becomes more and more attractive …

Adaptive and energy efficient context representation framework in mobile sensing

O Yurur, M Labrador, W Moreno - IEEE Transactions on Mobile …, 2013 - ieeexplore.ieee.org
This paper presents a novel framework that includes an inhomogeneous (time-variant)
Hidden Markov Model (HMM) and learning from data concepts. The framework either …

EGO: Optimized sensor selection for multi-context aware applications with an ontology for recognition models

S Taleb, H Hajj, Z Dawy - IEEE Transactions on Mobile …, 2018 - ieeexplore.ieee.org
In recent years, there has been a significant growth of context-aware applications, which
extract the user's context from multiple embedded sensors in smartphones and wearable …

Modeling battery behavior on sensory operations for context-aware smartphone sensing

O Yurur, CH Liu, W Moreno - Sensors, 2015 - mdpi.com
Energy consumption is a major concern in context-aware smartphone sensing. This paper
first studies mobile device-based battery modeling, which adopts the kinetic battery model …

Mobile phone middleware architecture for energy and context awareness in location-based services

H Galeana-Zapién, C Torres-Huitzil, J Rubio-Loyola - Sensors, 2014 - mdpi.com
The disruptive innovation of smartphone technology has enabled the development of mobile
sensing applications leveraged on specialized sensors embedded in the device. These …

Combining Context Connectivity and Behavior Association to Develop an Indoor/Outdoor Context Detection Model With Smartphone Multisensor Fusion

F Zhu, W Chen, F Guo, X Zhang - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The emergence of seamless mobile navigation systems integrating various Internet of
Things (IoT) devices has sparked interest in context awareness enhancement technology. In …

VCAMS: Viterbi-based context aware mobile sensing to trade-off energy and delay

S Taleb, H Hajj, Z Dawy - IEEE Transactions on Mobile …, 2017 - ieeexplore.ieee.org
Monitoring context depends on continuous collection of raw data from sensors which are
either embedded in smart mobile devices or worn by the user. However, continuous sensing …

Mobility prediction-based smartphone energy optimization for everyday location monitoring

Y Chon, E Talipov, H Shin, H Cha - … of the 9th ACM conference on …, 2011 - dl.acm.org
Monitoring a user's mobility during daily life is an essential requirement in providing
advanced mobile services. While extensive attempts have been made to monitor user …