LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare
This study introduces the design and development of an Internet of Wearable Things-based Hybrid Healthcare Monitoring System (IoWT-HHMS) for smart medical applications. The system incorporates smart wearable sensing units for real-time, remote monitoring of vital health parameters such as Blood Pres...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier B.V.
2024
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40958/1/LoRaWAN-based%20hybrid%20internet%20of%20wearable%20things%20system%20implementation.pdf |
| _version_ | 1825815591594754048 |
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| author | Abdulmalek, Suliman Abdul Nasir, Abd Ghafar Jabbar, Waheb A. |
| author_facet | Abdulmalek, Suliman Abdul Nasir, Abd Ghafar Jabbar, Waheb A. |
| author_sort | Abdulmalek, Suliman |
| collection | UMP |
| description | This study introduces the design and development of an Internet of Wearable Things-based Hybrid Healthcare Monitoring System (IoWT-HHMS) for smart medical applications. The system incorporates smart wearable sensing units for real-time, remote monitoring of vital health parameters such as Blood Pressure (BP), Heart Rate (HR), and Body Temperature (BT). A key innovation is the development of a hybrid wireless network communication mechanism within the IoWT-HHMS, utilising the FiPy microcontroller. This mechanism supports both short- and long-range connectivity and integrates an algorithm for efficient data acquisition and updating to the IoT platform. The IoWT-HHMS has undergone extensive testing and validation across various scenarios, including sensor functionality, performance of Wi-Fi and LoRaWAN networks, hybrid network connectivity, and accuracy assessment using the Datacake dashboard. The tests evaluated crucial aspects such as communication reliability, power consumption, and latency. The results demonstrate the system's high stability and accuracy in reading health parameters. Comparisons with reference devices reveal impressive accuracy levels for Systolic BP (SBP), Diastolic BP (DBP), HR, and BT, recording 96.37 %, 95.17 %, 97 %, and 98.57 % accuracy, respectively. Both Wi-Fi and LoRaWAN networks proved reliable in indoor and outdoor settings, maintaining data transmission over distances up to 1.5 km without data loss. In conclusion, the developed IoWT-HHMS shows great promise for efficient and effective real-time remote monitoring of patients' health conditions using an innovative hybrid wireless network communication mechanism. |
| first_indexed | 2024-09-25T03:48:36Z |
| format | Article |
| id | UMPir40958 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-09-25T03:48:36Z |
| publishDate | 2024 |
| publisher | Elsevier B.V. |
| record_format | dspace |
| spelling | UMPir409582024-05-28T08:10:46Z http://umpir.ump.edu.my/id/eprint/40958/ LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare Abdulmalek, Suliman Abdul Nasir, Abd Ghafar Jabbar, Waheb A. T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This study introduces the design and development of an Internet of Wearable Things-based Hybrid Healthcare Monitoring System (IoWT-HHMS) for smart medical applications. The system incorporates smart wearable sensing units for real-time, remote monitoring of vital health parameters such as Blood Pressure (BP), Heart Rate (HR), and Body Temperature (BT). A key innovation is the development of a hybrid wireless network communication mechanism within the IoWT-HHMS, utilising the FiPy microcontroller. This mechanism supports both short- and long-range connectivity and integrates an algorithm for efficient data acquisition and updating to the IoT platform. The IoWT-HHMS has undergone extensive testing and validation across various scenarios, including sensor functionality, performance of Wi-Fi and LoRaWAN networks, hybrid network connectivity, and accuracy assessment using the Datacake dashboard. The tests evaluated crucial aspects such as communication reliability, power consumption, and latency. The results demonstrate the system's high stability and accuracy in reading health parameters. Comparisons with reference devices reveal impressive accuracy levels for Systolic BP (SBP), Diastolic BP (DBP), HR, and BT, recording 96.37 %, 95.17 %, 97 %, and 98.57 % accuracy, respectively. Both Wi-Fi and LoRaWAN networks proved reliable in indoor and outdoor settings, maintaining data transmission over distances up to 1.5 km without data loss. In conclusion, the developed IoWT-HHMS shows great promise for efficient and effective real-time remote monitoring of patients' health conditions using an innovative hybrid wireless network communication mechanism. Elsevier B.V. 2024-04 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/40958/1/LoRaWAN-based%20hybrid%20internet%20of%20wearable%20things%20system%20implementation.pdf Abdulmalek, Suliman and Abdul Nasir, Abd Ghafar and Jabbar, Waheb A. (2024) LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare. Internet of Things (Netherlands), 25 (101124). pp. 1-21. ISSN 2542-6605. (Published) https://doi.org/10.1016/j.iot.2024.101124 https://doi.org/10.1016/j.iot.2024.101124 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Abdulmalek, Suliman Abdul Nasir, Abd Ghafar Jabbar, Waheb A. LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title | LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title_full | LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title_fullStr | LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title_full_unstemmed | LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title_short | LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare |
| title_sort | lorawan based hybrid internet of wearable things system implementation for smart healthcare |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/40958/1/LoRaWAN-based%20hybrid%20internet%20of%20wearable%20things%20system%20implementation.pdf |
| work_keys_str_mv | AT abdulmaleksuliman lorawanbasedhybridinternetofwearablethingssystemimplementationforsmarthealthcare AT abdulnasirabdghafar lorawanbasedhybridinternetofwearablethingssystemimplementationforsmarthealthcare AT jabbarwaheba lorawanbasedhybridinternetofwearablethingssystemimplementationforsmarthealthcare |