scholarly journals Context-Aware AAL Services through a 3D Sensor-Based Platform

2013 ◽  
Vol 2013 ◽  
pp. 1-10 ◽  
Author(s):  
Alessandro Leone ◽  
Giovanni Diraco ◽  
Pietro Siciliano

The main goal of Ambient Assisted Living solutions is to provide assistive technologies and services in smart environments allowing elderly people to have high quality of life. Since 3D sensing technologies are increasingly investigated as monitoring solution able to outperform traditional approaches, in this work a noninvasive monitoring platform based on 3D sensors is presented providing a wide-range solution suitable in several assisted living scenarios. Detector nodes are managed by low-power embedded PCs in order to process 3D streams and extract postural features related to person’s activities. The feature level of details is tuned in accordance with the current context in order to save bandwidth and computational resources. The platform architecture is conceived as a modular system suitable to be integrated into third-party middleware to provide monitoring functionalities in several scenarios. The event detection capabilities were validated by using both synthetic and real datasets collected in controlled and real-home environments. Results show the soundness of the presented solution to adapt to different application requirements, by correctly detecting events related to four relevant AAL services.

2018 ◽  
Author(s):  
Julia Offermann-van Heek ◽  
Martina Ziefle

BACKGROUND Demographic change represents enormous burdens for the care sectors resulting in high proportions of (older) people in need of care and a lack of care staff. Ambient Assisted Living (AAL) technologies have the potential to support the bottlenecks in care supply, but are not yet in widespread use in professional care contexts. OBJECTIVE The study aims for investigating professional caregivers' AAL technology acceptance, their perception of specific technologies, data handling, perceived benefits, and barriers. In particular, the study focuses on perspectives on AAL technologies differing between care professionals working in diverse care contexts in order to examine to what extent the care context influences the acceptance of assistive technologies. METHODS An scenario-based online questionnaire (n = 170) was carried out focusing on professional care givers in medical, geriatric, and care of disabled people. The participants were asked for their perceptions concerning specific technologies, specific types of gathered data, potential benefits, and barriers of AAL technology usage. RESULTS The care context significantly impacted the evaluations of AAL technologies (F(14,220) = 2.514; P = .002). Professional caregivers of disabled people had a significantly more critical attitude towards AAL technologies than medical and geriatric caregivers: indicated by a) being the only caregiver group with rejecting evaluations of AAL technology acceptance (F(2,118) = 4.570; P = .01) and specific technologies (F(2,118) = 11.727; P = .000) applied for gathering data and b) by the comparatively lowest agreements referring to the evaluations of data types (F(2,118) = 4.073; P = .02) which are allowed to be gathered. CONCLUSIONS AAL technology acceptance is seen critical out of technology implementation reasons, especially in the care of people with disabilities. AAL technologies in care contexts have to be tailored to care professional's needs and concerns ("care about us"). The results contribute to a broader understanding of professional caregivers needs referring to specific data and technology configurations and encloses major differences concerning diverse care contexts. Integrating these findings into user group-tailored technology concepts and communication strategies will support a sustainable adoption of AAL systems in professional care contexts.


10.2196/10424 ◽  
2018 ◽  
Vol 5 (2) ◽  
pp. e10424 ◽  
Author(s):  
Julia Offermann-van Heek ◽  
Martina Ziefle

Background Demographic change represents enormous burdens for the care sectors, resulting in high proportions of (older) people in need of care and a lack of care staff. Ambient Assisted Living (AAL) technologies have the potential to support the bottlenecks in care supply but are not yet in widespread use in professional care contexts. Objective The objective of our study was to investigate professional caregivers’ AAL technology acceptance and their perception regarding specific technologies, data handling, perceived benefits, and barriers. In particular, this study focuses on the perspectives on AAL technologies differing between care professionals working in diverse care contexts to examine the extent to which the care context influences the acceptance of assistive technologies. Methods A Web-based survey (N=170) was carried out focusing on professional caregivers including medical, geriatric, and disabled people’s caregivers. Based on a scenario, the participants were asked for their perceptions concerning specific technologies, specific types of gathered data, and potential benefits of and barriers to AAL technology usage. Results The care context significantly impacted the evaluations of AAL technologies (F14,220=2.514; P=.002). Professional caregivers of disabled people had a significantly more critical attitude toward AAL technologies than medical and geriatric caregivers, indicated (1) by being the only caregiver group that rejected evaluations of AAL technology acceptance (F2,118=4.570; P=.01) and specific technologies (F2,118=11.727; P<.001) applied for gathering data and (2) by the comparatively lowest agreements referring to the evaluations of data types (F2,118=4.073, P=.02) that are allowed to be gathered. Conclusions AAL technology acceptance is critical because of technology implementation reasons, especially in the care of people with disabilities. AAL technologies in care contexts have to be tailored to care professional’s needs and concerns (“care about us”). The results contribute to a broader understanding of professional caregivers’ needs referring to specific data and technology configurations and enclose major differences concerning diverse care contexts. Integrating these findings into user group-tailored technology concepts and communication strategies will support a sustainable adoption of AAL systems in professional care contexts.


Author(s):  
Panagiotis D. Bamidis ◽  
Evdokimos Konstantinidis ◽  
Antonis S. Billis ◽  
Anastasios Sioundas

Population ageing is an unprecedented challenge for human societies, which recently is globally tackled by new technologies. In this chapter technologies tailored for use by the elderly people termed ambient assisted living and e-health are discussed. Focus is only placed on those technologies that can be adapted for home use. Emphasis is drawn both on the technical front as well as on the application front based on recent literature. The scope is to make sure the audience reaches a sufficiently broad understanding of what technology is available for home use by elderly people. Applications and research efforts spent but also funded at the European level with a clear focus on those supported by elderly trials are provided. The chapter is enriched with case studies from various projects.


Author(s):  
Marcello Ienca ◽  
Eduard Fosch Villaronga

The collection of a large volume and variety of physiological and behavioral data is critical for the effective development, deployment, and implementation of intelligent assistive technologies (IATs) and for the subsequent effective support of older adults with dementia. Yet it raises privacy and security issues. This chapter reviews the major privacy and security implications associated with the use of three major families of IATs for dementia: ambient assisted living systems, wearable devices, and service robotics, especially telepresence robots. After exploring a number of both category-specific and cross-categorical ethical and legal implications, the chapter proposes a list of policy recommendations with the purpose of maximizing the uptake of IATs while minimizing possible adverse effects on the privacy and security of end-users.


2021 ◽  
Vol 7 (2) ◽  
pp. 415-418
Author(s):  
Ulrich H. P. Fischer ◽  
Jens-Uwe Just ◽  
Matthias Haupt

Abstract The tecLA project developed a modular system for the area of Ambient Assisted Living (AAL) that enables older people to have simple, intuitive access to medical and technical assistance systems. A commercially available AAL application portal has been subjected to acceptance tests and optimizations and has proven itself in field tests. Furthermore, when comparing the self-assessment values to cognitive measures before and after the intervention, a clear trend towards more positive values in the post-test was recorded. It was also shown that the use of the system has very positive effects on communication behavior and cognitive selfassessment. The nurses and doctors can follow the vital signs online in the patient's file and evaluate them immediately.


Author(s):  
Ashish D Patel ◽  
Jigarkumar H. Shah

The aged population of the world is increasing by a large factor due to the availability of medical and other facilities. As the number grows rapidly, requirements of this segment of age (65+) are increasing rapidly as well as the percentage of aged persons living alone is also increasing with the same rate due to the inevitable socio-economic changes. This situation demands the solution of many problems like loneliness, chronic conditions, social interaction, transportation, day-to-day life and many more for independent living person. A large part of aged population may not be able to interact directly with new technologies. This sought some serious development towards the use of intelligent systems i.e. smart devices which helps the people with their inability to use the available as well future solutions. Ambient Assisted Living (AAL) is the answer to these problems. In this paper, issues related to AAL systems are studied. Study of challenges and limitations of this comparatively new field will help the designers to remove the barriers of AAL systems.


Author(s):  
S. A. Sadovnikov

Introduction: Successful monitoring of environmental parameters requires the development of flexible software complexes with evolvable calculation functionality. Purpose: Developing a modular system for numerical simulation of atmospheric laser gas analysis. Results: Based on differential absorption method, a software system has been developed which provides the calculation of molecular absorption cross-sections, molecular absorption coefficients, atmospheric transmission spectra, and lidar signals. Absorption line contours are calculated using the Voigt profile. The prior information sources are HITRAN spectroscopic databases and statistical models of the distribution of temperature, pressure and gas components in the atmosphere. For modeling lidar signals, software blocks of calculating the molecular scattering coefficient and aerosol absorption/scattering coefficients were developed. For testing the applicability of various laser sources in the problems of environmental monitoring of the atmosphere, a concentration reconstruction error calculation block was developed for the atmospheric gas components, ignoring the interfering absorption of laser radiation by foreign gases. To verify the correct functioning of the software, a program block was developed for comparing the results of the modeling of atmospheric absorption and transmission spectra by using the standard SPECTRA information system. The discrepancy between the calculation of the atmospheric transmission spectra obtained using the developed system as compared to the SPECTRA results is less than 1%. Thus, a set of the presented program blocks allows you to carry out complex modeling of remote atmospheric gas analysis. Practical relevance: The software complex allows you to rapidly assess the possibilities of using a wide range of laser radiation sources for the problems of remote gas analysis.


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