Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges

S Qiu, H Zhao, N Jiang, Z Wang, L Liu, Y An, H Zhao… - Information …, 2022 - Elsevier
This paper firstly introduces common wearable sensors, smart wearable devices and the key
application areas. Since multi-sensor is defined by the presence of more than one model or …

A systematic literature review of reviews on techniques for physical activity measurement in adults: a DEDIPAC study

KP Dowd, R Szeklicki, MA Minetto, MH Murphy… - International Journal of …, 2018 - Springer
The links between increased participation in Physical Activity (PA) and improvements in
health are well established. As this body of evidence has grown, so too has the search for …

Accelerometry and physical activity questionnaires-a systematic review

S Skender, J Ose, J Chang-Claude, M Paskow… - BMC public health, 2016 - Springer
Background The aim of this study is to review accelerometer wear methods and correlations
between accelerometry and physical activity questionnaire data, depending on participant …

Prevention of onset and progression of basic ADL disability by physical activity in community dwelling older adults: a meta-analysis

E Tak, R Kuiper, A Chorus, M Hopman-Rock - Ageing research reviews, 2013 - Elsevier
PURPOSE: Physical activity (PA) is an important behavior when it comes to preventing or
slowing down disablement caused by aging and chronic diseases. It remains unclear …

Objective light-intensity physical activity associations with rated health in older adults

MP Buman, EB Hekler, WL Haskell… - American journal of …, 2010 - academic.oup.com
The extent to which light-intensity physical activity contributes to health in older adults is not
well known. The authors examined associations between physical activity across the …

Sensor positioning for activity recognition using wearable accelerometers

L Atallah, B Lo, R King, GZ Yang - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Activities of daily living are important for assessing changes in physical and behavioral
profiles of the general population over time, particularly for the elderly and patients with …

Interventions to increase physical activity among older adults: a meta-analysis

JAD Chase - The Gerontologist, 2015 - academic.oup.com
Abstract Purpose of the Study: To determine the overall effectiveness of interventions
designed to increase physical activity (PA) behavior among community-dwelling older …

Direct and indirect measurement of physical activity in older adults: a systematic review of the literature

K Kowalski, R Rhodes, PJ Naylor, H Tuokko… - International Journal of …, 2012 - Springer
Background Due to physiological and cognitive changes that occur with aging, accurate
physical activity (PA) measurement in older adults represents a unique challenge. The …

Determinants of physical activity and exercise in healthy older adults: a systematic review

MA Koeneman, MW Verheijden… - International Journal of …, 2011 - Springer
Background The health benefits of regular physical activity and exercise have been widely
acknowledged. Unfortunately, a decline in physical activity is observed in older adults …

Wearable sensing devices for point of care diagnostics

S Mondal, N Zehra, A Choudhury… - ACS Applied Bio …, 2020 - ACS Publications
The growth of smart wearable sensing systems has gained immense importance in the
present mode of data acquisition and signaling in pharmaceutical, healthcare, and wellness …