Instrumentation & Measurement Magazine 24-6 - 11

Of course, this is a very challenging subject, which poses
several questions and open issues to be solved. Nowadays,
many researchers are strongly involved in the development of
effective AT, and institutions are putting forth huge efforts to
promote an Active and Healthy Ageing Society and to assure
end-users with the deserved quality of life.
References
[1] " World Report on Ageing and Health, " World Health
Organization, 2015. [Online]. Available: https://www.who.int/
ageing/events/world-report-2015-launch/en/.
[2] " World Population Ageing 2019, Highlights, " United Nations
Department of Economic and Social Affairs. [Online]. Available:
https://www.un.org/en/development/desa/population/
publications/pdf/ageing/WorldPopulationAgeing2019Highlights.pdf.
[3]
" The Sustainable Development Agenda, " United
Nations. [Online]. Available: https://www.un.org/
sustainabledevelopment/development-agenda/.
[4] B. Andò, S. Baglio, S. Castorina, R. Crispino and V. Marletta,
" Advanced sensing solutions for ambient assisted living: the
NATIFLife framework, " IEEE Instrum. Meas. Mag., vol. 23, no. 4,
pp. 33-40, Jun. 2020.
[5] S. Blackman, C. Matlo, C. Bobrovitskiy et al., " Ambient assisted
living technologies for aging well: a scoping review, " J. Intell.
Syst., vol. 25, no. 1, pp. 55-69, 2015.
[6] V. Morash-Macneil, F. Johnson, and J. B. Ryan, " A systematic
review of assistive technology for individuals with intellectual
disability in the workplace, " J. Special Education Technol., vol. 33,
no. 1, pp. 15-26, 2018.
[7] F. Steinke, T. Fritsch, and L. Silbermann, " Trust in ambient
assisted living (AAL)-a systematic review of trust in automation
and assistance systems, " Int. J. Advances in Life Sci., vol. 4, pp.
77-88, 2012.
[8] G. Rescio, A. Leone, and P. Siciliano, " Supervised expert system
for wearable MEMS accelerometer-based fall detector, " J. Sensors,
pp. 1-11, Jul. 2013.
[9] G. Panahandeh, N. Mohammadiha, A. Leijon, and P. Handel,
" Chest-mounted inertial measurement unit for pedestrian motion
classification using continuous hidden Markov model, " in Proc.
IEEE Int. Instrum. Meas. Technol. Conf., pp. 991-995, 2012.
[10] C. Franco, A. Fleury, P. Y. Gumery, B. Diot, J. Demongeot and N.
Vuillerme, " ibalance-abf: a smartphone-based audiobiofeedback
balance system, " IEEE Trans. Biomed. Eng., vol. 60, pp. 211-215,
Jan 2013.
[11] F. Harrou, N. Zerrouki, Y. Sun, and A. Houacine, " Vision-based
fall detection system for improving safety of elderly people, "
IEEE Instrum. Meas. Mag., vol. 20, pp. 49-55, Dec. 2017.
[12] K. Chaccour, R. Darazi, A. H. E. Hassani, and E. Andrès, " From
fall detection to fall prevention: a generic classification of fallrelated
systems, " IEEE Sensors J., vol. 17, pp. 812-822, Feb. 2017.
[13] C.-H. Lee and T.-L. Sun, " Evaluation of postural stability
based on a force plate and inertial sensor during static balance
measurements, " J. Physiological Anthropology, vol. 37, no. 27, 2018.
[14] C. Buckley, L. Alcock, R. McArdle, R. Z. U. Rehman, S. Del Din,
C. Mazzà, A. J. Yarnall, and L. Rochester, " The role of movement
September 2021
analysis in diagnosing and monitoring neurodegenerative
conditions: insights from gait and postural control, " Brain
Sciences, vol. 9, no. 34, 2019.
[15] M. Ghislieri, L. Gastaldi, S. Pastorelli, S. Tadano, and V. Agostini,
" Wearable inertial sensors to assess standing balance: a
systematic review, " Sensors, vol. 19, p. 4075, 2019.
[16] B. Andò, S. Baglio, C. O. Lombardo, V. Marletta, " An event
polarized paradigm for ADL detection in AAL context, " IEEE
Trans. Instrum. Meas., vol. 64, no. 7, pp.1814-1825, 2015.
[17] B. Andò, S. Baglio, C. O. Lombardo and V. Marletta, " A
Multisensor Data-Fusion Approach for ADL and Fall
classification, " IEEE Trans. Instrum. Meas., vol. 65, no. 9, pp.
1960-1967, 2016.
[18] B. Andò et al., " A Measurement System to Monitor Postural
Behavior: Strategy Assessment and Classification Rating " IEEE
Trans. Instrum. Meas., vol. 69, no. 10, pp. 8020-8031, 2020.
[19] B. Andò, S. Baglio, V. Marletta and A. Valastro, " A haptic solution
to assist visually impaired in mobility tasks, " IEEE Trans. HumanMachine
Syst., vol. 45, no. 5, pp. 641-646, 2015.
[20] B. Andò, S. Baglio, S. La Malfa, A. Pistorio and C. Trigona, " A
smart wireless sensor network for AAL, " in Proc. 2011 IEEE Int.
Workshop Meas. Networking (M&N), pp. 122-125, 2011.
[21] F. Maiorca, F. Giusa, C. Trigona, B. Andò, A. R. Bulsara, S. Baglio,
" Diode-less mechanical H-bridge rectifier for " zero threshold "
vibration energy harvesters, " Sensors and Actuators A: Physical,
vol. 201, pp. 246-253, 2013.
[22] " NATIFlife, " European Regional Development Fund. [Online].
Available: https://natiflife-project.eu/.
[23] J. Norris, A. Marsh, I. Smith, R. Kohut, and M. Miller, " Ability
of static and statistical mechanics posturographic measures to
distinguish between age and fall risk, " J. Biomechanics, vol. 38, pp.
1263-72, 2005.
[24] T. Lockhart, R. Songra, J. Zhang, and X. Wu, " Wavelet based
automated postural event detection and activity classifcation
with single imu, " Biomed. Sci. Instrum., vol. 49, pp. 224-233, 2013.
[25] E. Nelson-Wong, S. Howarth, D. A. Winter, and J. P. Callaghan,
" Application of autocorrelation and cross-correlation analyses in
human movement and rehabilitation research, " J. Ortho. Sports
Physical Therapy, vol. 39, no. 4, pp. 287-295, 2009.
[26] Y.-S. Jeong, M. K. Jeong, and O. A. Omitaomu, " Weighted
dynamic time warping for time series classifcation, " Pattern
Recognition, vol. 44, no. 9, pp. 2231-2240, 2011.
[27] T. Fawcett, " An introduction to ROC analysis, " Pattern Recognition
Lett., vol. 27, no. 8, pp. 861-874, 2006.
[28] J. D. Rodríguez, A. Pérez, and J. A. Lozano, " Sensitivity analysis
of k-Fold cross validation in prediction error estimation, " IEEE
Trans. Pattern Analysis and Machine Intelligence, vol. 32, pp.
569-575, 2010.
Bruno Andò (bruno.ando@unict.it) has been with the Electric,
Electronic and Information Engineering Department
of the University of Catania, Italy since 1999, where he is an
Associate Professor of sensors and advanced instrumentation.
He received the M.S. degree in electronic engineering
and the Ph.D. degree in electrical engineering from the University
of Catania, Italy in 1994 and 1999, respectively. His
IEEE Instrumentation & Measurement Magazine
11
https://www.who.int/publications/i/item/9789241565042 https://www.who.int/publications/i/item/9789241565042 https://www.un.org/en/development/desa/population/publications/pdf/ageing/WorldPopulationAgeing2019-Highlights.pdf https://www.un.org/en/development/desa/population/publications/pdf/ageing/WorldPopulationAgeing2019-Highlights.pdf https://www.un.org/en/development/desa/population/publications/pdf/ageing/WorldPopulationAgeing2019-Highlights.pdf https://www.un.org/sustainabledevelopment/development-agenda/ https://www.un.org/sustainabledevelopment/development-agenda/ https://natiflife-project.eu/

Instrumentation & Measurement Magazine 24-6

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