Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption
The Internet of Things (IoT) is currently reflected in the increase in the number of connected objects, that is, devices with their own identity and computing and communication capacities. IoT is recognized as one of the most critical areas for future technologies, gaining worldwide attention. It ap...
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| Format: | Article |
| Language: | English |
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Tsinghua University Press
2022-12-01
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| Series: | Big Data Mining and Analytics |
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| Online Access: | https://www.sciopen.com/article/10.26599/BDMA.2021.9020031 |
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| author | Mohammed Moutaib Tarik Ahajjam Mohammed Fattah Yousef Farhaoui Badraddine Aghoutane Moulhime El Bekkali |
| author_facet | Mohammed Moutaib Tarik Ahajjam Mohammed Fattah Yousef Farhaoui Badraddine Aghoutane Moulhime El Bekkali |
| author_sort | Mohammed Moutaib |
| collection | DOAJ |
| description | The Internet of Things (IoT) is currently reflected in the increase in the number of connected objects, that is, devices with their own identity and computing and communication capacities. IoT is recognized as one of the most critical areas for future technologies, gaining worldwide attention. It applies to many areas, where it has achieved success, such as healthcare, where a patient is monitored using nodes and lightweight sensors. However, the powerful functions of IoT in the medical field are based on communication, analysis, processing, and management of data autonomously without any manual intervention, which presents many difficulties, such as energy consumption. However, these issues significantly slow down the development and rapid deployment of this technology. The main causes of wasted energy from connected objects include collisions that occur when two or more nodes send data simultaneously and the leading cause of data retransmission that occurs when a collision occurs or when data are not received correctly due to channel fading. The distance between nodes is one of the factors influencing energy consumption. In this article, we have proposed direct communication between nodes to avoid collision domains, which will help reduce data retransmission. The results show that the distribution can ensure the performance of the system under general conditions compared to the centralization and to the existing works. |
| format | Article |
| id | doaj-art-25f376f6e317427899fb75122f2fad06 |
| institution | Kabale University |
| issn | 2096-0654 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Big Data Mining and Analytics |
| spelling | doaj-art-25f376f6e317427899fb75122f2fad062025-02-02T03:45:08ZengTsinghua University PressBig Data Mining and Analytics2096-06542022-12-015430230810.26599/BDMA.2021.9020031Application of Internet of Things in the Health Sector: Toward Minimizing Energy ConsumptionMohammed Moutaib0Tarik Ahajjam1Mohammed Fattah2Yousef Farhaoui3Badraddine Aghoutane4Moulhime El Bekkali5IMAGE Laboratory, Moulay Ismail University, Meknes 50000, MoroccoDepartment of Computer Science, Faculty of Sciences and Techniques, Moulay Ismail University, Errachidia 52000, MoroccoIMAGE Laboratory, Moulay Ismail University, Meknes 50000, MoroccoDepartment of Computer Science, Faculty of Sciences and Techniques, Moulay Ismail University, Errachidia 52000, MoroccoIA Laboratory, Faculty of Science, Moulay Ismail University, Meknes 50000, MoroccoSidi Mohamed Ben Abdellah University, Fes 30000, MoroccoThe Internet of Things (IoT) is currently reflected in the increase in the number of connected objects, that is, devices with their own identity and computing and communication capacities. IoT is recognized as one of the most critical areas for future technologies, gaining worldwide attention. It applies to many areas, where it has achieved success, such as healthcare, where a patient is monitored using nodes and lightweight sensors. However, the powerful functions of IoT in the medical field are based on communication, analysis, processing, and management of data autonomously without any manual intervention, which presents many difficulties, such as energy consumption. However, these issues significantly slow down the development and rapid deployment of this technology. The main causes of wasted energy from connected objects include collisions that occur when two or more nodes send data simultaneously and the leading cause of data retransmission that occurs when a collision occurs or when data are not received correctly due to channel fading. The distance between nodes is one of the factors influencing energy consumption. In this article, we have proposed direct communication between nodes to avoid collision domains, which will help reduce data retransmission. The results show that the distribution can ensure the performance of the system under general conditions compared to the centralization and to the existing works.https://www.sciopen.com/article/10.26599/BDMA.2021.9020031internet of things (iot)energy consumptioncloud computingdata storage |
| spellingShingle | Mohammed Moutaib Tarik Ahajjam Mohammed Fattah Yousef Farhaoui Badraddine Aghoutane Moulhime El Bekkali Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption Big Data Mining and Analytics internet of things (iot) energy consumption cloud computing data storage |
| title | Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption |
| title_full | Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption |
| title_fullStr | Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption |
| title_full_unstemmed | Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption |
| title_short | Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption |
| title_sort | application of internet of things in the health sector toward minimizing energy consumption |
| topic | internet of things (iot) energy consumption cloud computing data storage |
| url | https://www.sciopen.com/article/10.26599/BDMA.2021.9020031 |
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