Recognition of appliance interaction activities performed by aged
This final year project explores the use of smartphones, which are indispensable in our daily lives, to enhance the safety and well-being of the elderly. The primary focus of the project was on utilising the built-in sensor of smartphones, specifically the microphone, to detect and monitor inter...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/176960 |
| _version_ | 1826129894781747200 |
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| author | Tan, Xin Lin |
| author2 | Soh Yeng Chai |
| author_facet | Soh Yeng Chai Tan, Xin Lin |
| author_sort | Tan, Xin Lin |
| collection | NTU |
| description | This final year project explores the use of smartphones, which are indispensable in our daily lives, to enhance the safety and well-being of the elderly. The primary focus of the project was on
utilising the built-in sensor of smartphones, specifically the microphone, to detect and monitor
interactions with household appliances performed by the elderly. The distinctive audio signatures
emitted by these appliances and various activities form the basis for analysis, providing valuable
insights into the daily routine of the elderly. Moreover, this project goes beyond merely identifying routine activities by detecting unusual patterns in these interactions. Such anomalies may indicate potential safety risks or changes in the well-being of the elderly. The system can promptly alert caregivers or family members about the irregular activity patterns, thus providing an additional layer of safety for the elderly living alone. |
| first_indexed | 2024-10-01T07:47:42Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/176960 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:47:42Z |
| publishDate | 2024 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1769602024-05-24T15:44:19Z Recognition of appliance interaction activities performed by aged Tan, Xin Lin Soh Yeng Chai School of Electrical and Electronic Engineering EYCSOH@ntu.edu.sg Engineering This final year project explores the use of smartphones, which are indispensable in our daily lives, to enhance the safety and well-being of the elderly. The primary focus of the project was on utilising the built-in sensor of smartphones, specifically the microphone, to detect and monitor interactions with household appliances performed by the elderly. The distinctive audio signatures emitted by these appliances and various activities form the basis for analysis, providing valuable insights into the daily routine of the elderly. Moreover, this project goes beyond merely identifying routine activities by detecting unusual patterns in these interactions. Such anomalies may indicate potential safety risks or changes in the well-being of the elderly. The system can promptly alert caregivers or family members about the irregular activity patterns, thus providing an additional layer of safety for the elderly living alone. Bachelor's degree 2024-05-23T08:11:46Z 2024-05-23T08:11:46Z 2024 Final Year Project (FYP) Tan, X. L. (2024). Recognition of appliance interaction activities performed by aged. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176960 https://hdl.handle.net/10356/176960 en application/pdf Nanyang Technological University |
| spellingShingle | Engineering Tan, Xin Lin Recognition of appliance interaction activities performed by aged |
| title | Recognition of appliance interaction activities performed by aged |
| title_full | Recognition of appliance interaction activities performed by aged |
| title_fullStr | Recognition of appliance interaction activities performed by aged |
| title_full_unstemmed | Recognition of appliance interaction activities performed by aged |
| title_short | Recognition of appliance interaction activities performed by aged |
| title_sort | recognition of appliance interaction activities performed by aged |
| topic | Engineering |
| url | https://hdl.handle.net/10356/176960 |
| work_keys_str_mv | AT tanxinlin recognitionofapplianceinteractionactivitiesperformedbyaged |