Andrej Grguric

Dr. Andrej Grguric

Ericsson Nikola Tesla d.d., Zagreb, Zagreb, Grad, Croatia
orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 February 2019 in Sensors
Verified
Journal Article
Open access
PDF file
Andrej GrguricAndrej Grguric
Andrej Grguric
MMMiran Mosmondor
Miran Mosmondor
DHDarko Huljenic
Darko Huljenic
Many researchers and product developers are striving toward achieving ICT-enabled independence of older adults by setting up Enhanced Living Environments (ELEs). Technological solutions, which are often based on the Internet of Things (IoT), show great potential in providing support for Active Aging. To enhance the quality of life for older adults and overcome challenges in enabling individuals to achieve their full potential in terms of physical, social, and mental well-being, numerous proof-of-concept systems have been built. These systems, often labeled as Ambient Assisted Living (AAL), vary greatly in targeting different user needs. This paper presents our contribution using SmartHabits, which is an intelligent privacy-aware home care assistance system. The novel system comprising smart home-based and cloud-based parts uses machine-learning technology to provide peace of mind to informal caregivers caring for persons living alone. It does so by learning the user’s typical daily activity patterns and automatically issuing warnings if an unusual situation is detected. The system was designed and implemented from scratch, building upon existing practices from IoT reference architecture and microservices. The system was deployed in several homes of real users for six months, and we will be sharing our findings in this paper.

10 January 2023 in Sensors
Verified
Journal Article
Open access
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LLLetizia Lorusso
Letizia Lorusso
MMMiran Mosmondor
Miran Mosmondor
Andrej GrguricAndrej Grguric
Andrej Grguric
LTLara Toccafondi
Lara Toccafondi
Grazia D'OnofrioGrazia D'Onofrio
Grazia D'Onofrio
Laura FioriniLaura Fiorini
Laura Fiorini
Assistive devices could promote independent living and support the active and healthy aging of an older population; however, several factors can badly influence the long-term use of new technologies. In this context, this paper presents a two-step methodology called “pre-validation” that aims to identify the factors that can bias the use of new services, thus minimizing the risk of an unsuccessful longer trial. The proposed pre-validation methodology is composed of two main phases that aim to assess the usability and the reliability of the technology assessed in a laboratory environment and the usability, acceptability, user experience, and reliability of the technology in real environments. The tested services include the socialization scenario, in which older adults are better connected to the community via technological solutions (i.e., socialization applications), and the monitoring scenario, which allows for the introduction of timely interventions (technologies involved include environmental monitoring sensors, a telepresence robot, wearable sensors, and a personalized dashboard). The obtained results underline an acceptable usability level (average System Usability Scale score > 65) for the tested technologies (i.e., socialization applications and a telepresence robot). Phase Two also underlines the good acceptability, user experience, and usability of the tested services. The statistical analysis underlines a correlation between the stress related to the use of technology, digital skills, and intention of use, among other factors. Qualitative feedback also remarks on a correlation between older adults with low digital skills and an anxiety about using technology. Positive correlation indexes were highlighted between the trust and usability scores. Eventually, future long-term trials with assistive technology should rely on motivated caregivers, be founded on a strong recruitment process, and should reassure older adults—especially the ones with low digital literacy—about the use of technology by proposing personalized training and mentoring, if necessary, to increase the trust.

28 July 2017 in Wireless Personal Communications
Verified
Journal Article
Open access
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Sofoklis KyriazakosSofoklis Kyriazakos
Sofoklis Kyriazakos
RPRamjee Prasad
Ramjee Prasad
Albena MihovskaAlbena Mihovska
Albena Mihovska
Aristodemos PnevmatikakisAristodemos Pnevmatikakis
Aristodemos Pnevmatikakis
HAHarm op den Akker
Harm op den Akker
VAVladimir Atanasovski
Vladimir Atanasovski
Independent living of older adults is one of the main challenges linked to the ageing population. Especially those living with diseases like COPD, MCI or frailty, need more support in everyday life and this is by itself a big societal challenge with impact in multiple sectors. In this paper we present eWALL, an innovative open-source eHealth platform that aims to address these challenges by means of an advanced cloud-based infrastructure. eWALL is designed in an innovative manner and achieved technical breakthroughs in eHealth platforms, while prioritizing user and market needs that are often abandoned and are the major reason for technically sound solutions that fail. We consider this as an opportunity and we aim to change the eHealth systems’ experience for older adults and break the barriers for the penetration of ICT solutions.

6 July 2021 in Electronics
Verified
Journal Article
Open access
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Andrej GrguricAndrej Grguric
Andrej Grguric
OKOmar Khan
Omar Khan
AGAna Ortega Gil
Ana Ortega Gil
Evangelos MarkakisEvangelos Markakis
Evangelos Markakis
KPKonstantin Pozdniakov
Konstantin Pozdniakov
KKKonstantina Koloutsou
Konstantina Koloutsou
Motivated by the aging trend, much effort is being invested into implementing ICT (Information and Communications Technology)-enabled systems to provide a better quality of life and support the independent living of older people. As a result, many systems, often labeled as eHealth or AAL (Ambient/Active Assisted Living), were developed over the years. In creating such systems, which very often serve various needs, different architectures have emerged. This work focuses on analyzing and comparing the work and architectures from seven (six of which are in progress) EU-funded healthcare projects, with a total budget of 126MEUR in which we participate. After establishing the theoretical foundation by defining core concepts, we give a brief background on architectures in eHealth and AAL. We elaborate on the chosen analysis method based on three established healthcare and AAL taxonomies we identified by performing a literature survey and the selected Reference Architecture Model (RAM). Since there is no standard way of describing architectures in the eHealth and AAL domain, we conducted the online survey during August and September 2020 and identified CREATE-IoT 3D RAM as the most appropriate option. We present a classification of selected projects based on established taxonomies and map projects’ architectures to CREATE-IoT 3D RAM, which we also propose as standard RAM for future digital healthcare and AAL projects. During our analysis, we identify the most common types of assistance: communication support, reminders, monitoring, and guidance to address health and communication issues. We conclude that proper ecosystems are critical for lowering entry barriers and facilitating sustainable solutions for smart and healthy living.

15 March 2016 in Journal of Ambient Intelligence and Smart Environments
Verified
Journal Article
Open access
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CMChristopher Mayer
Christopher Mayer
GZGottfried Zimmermann
Gottfried Zimmermann
Andrej GrguricAndrej Grguric
Andrej Grguric
JAJan Alexandersson
Jan Alexandersson
MSMiroslav Sili
Miroslav Sili
CSChristophe Strobbe
Christophe Strobbe
There are a number of Information and Communication Technology (ICT) services that can be used to increase quality of life of older adults and persons with special needs. Unfortunately, there is often a mismatch between the offered services and their

3 January 2016
Verified
Book Chapter
Open access
PDF file
Andrej GrguricAndrej Grguric
Andrej Grguric
AGAlejandro M. Medrano Gil
Alejandro M. Medrano Gil
DHDarko Huljenic
Darko Huljenic
ZCZeljka Car
Zeljka Car
VPVedran Podobnik
Vedran Podobnik
Designing user interfaces (UIs) for elderly and/or disabled is a big challenge since they have various special needs that have to be considered in every aspect of a design process. Intelligent UIs that tailor interaction and presentation capabilities based on user needs, preferences and expectations can significantly increase the usability of information and communication technology (ICT) for Enhanced Living Environment (ELE). This paper deals with evolution of interaction in ELE systems together with a survey of the state-of-the-art user interaction frameworks. Using the proposed analysis framework, the survey shows how a challenge of user interaction is approached in different Ambient Assisted Living (AAL) platforms. Finally, based on an elaborated analysis the paper discusses ongoing challenges faced by developers of user interaction frameworks in ELE.