An argumentation enabled decision making approach for Fall Activity Recognition in Social IoT based Ambient Assisted Living systems

2021 ◽  
Vol 122 ◽  
pp. 82-97
Author(s):  
Nancy Gulati ◽  
Pankaj Deep Kaur
Keyword(s):  
Decision Making ◽  
Activity Recognition ◽  
Assisted Living ◽  
Ambient Assisted Living ◽  
Living Systems

scholarly journals Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering

IEEE Access ◽  
2017 ◽  
Vol 5 ◽  
pp. 5262-5280 ◽  
Author(s):  
Eftim Zdravevski ◽  
Petre Lameski ◽  
Vladimir Trajkovik ◽  
Andrea Kulakov ◽  
Ivan Chorbev ◽  
...  
Keyword(s):  
Activity Recognition ◽  
Assisted Living ◽  
Recognition Accuracy ◽  
Ambient Assisted Living ◽  
Living Systems ◽  
Feature Engineering

scholarly journals Design of a Kitchen-Monitoring and Decision-Making System to Support AAL Applications

Sensors ◽  
2021 ◽  
Vol 21 (13) ◽  
pp. 4449
Author(s):  
Nikola Žarić ◽  
Milutin Radonjić ◽  
Nikola Pavlićević ◽  
Sanja Paunović Žarić
Keyword(s):  
Decision Making ◽  
Monitoring System ◽  
Assisted Living ◽  
Experimental Validation ◽  
Ambient Assisted Living ◽  
Living Systems ◽  
Critical Conditions ◽  
Accurate Design ◽  
Cooking Process ◽  
Decision Making System

Numerous researchers are working on Ambient Assisted Living systems to enable more comfortable and safer living for senior people in their homes. Due to modern lifestyles and an aging population, this has become a very important issue. According to the available literature, it is obvious that the kitchen is one of the most important and most dangerous rooms in the home. However, there is still evident lack of monitoring systems suitable for specific kitchen activities. In this paper, we propose a monitoring system capable of identifying activities related to the cooking process, and a decision-making system capable of identifying some unwanted and possibly critical conditions. The proposed systems are designed to satisfy the requirements of the modern Ambient Assisted Living systems dedicated to older adults. The proposed monitoring system consists of ultrasound, temperature, and humidity sensors. The acquired results from these sensors are the inputs for the decision-making system, which generate warnings or alarms intended for the senior users and/or formal or informal caregivers. This system is designed to improve home safety related to kitchen activities, as well as to provide information about the lifestyle and daily activities of senior users. Experimental validation of the proposed system confirms its functionality and accurate design approach.

Framework-Oriented Approach to Ease the Development of Ambient Assisted-Living Systems

2019 ◽  
Vol 13 (4) ◽  
pp. 4421-4432
Author(s):  
Paolo Bellagente ◽  
Claudio Crema ◽  
Alessandro Depari ◽  
Alessandra Flammini ◽  
Giovanni Lenzi ◽  
...  
Keyword(s):  
Assisted Living ◽  
Ambient Assisted Living ◽  
Living Systems ◽  
Oriented Approach
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