Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning
As a solution to the environmental and natural disaster monitoring and detection, we propose an energy efficient large-scale autonomous Wireless Sensor Networks (WSNs) that can withstand the limited battery lifetime problem. Hereto, an energy-harvesting (EH) aware clustering technique is introduced...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
European Alliance for Innovation (EAI)
2015-09-01
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| Series: | EAI Endorsed Transactions on Industrial Networks and Intelligent Systems |
| Subjects: | |
| Online Access: | https://eudl.eu/pdf/10.4108/eai.17-9-2015.150283 |
| _version_ | 1811273671729217536 |
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| author | Aya Mostafa Khaled Hassan |
| author_facet | Aya Mostafa Khaled Hassan |
| author_sort | Aya Mostafa |
| collection | DOAJ |
| description | As a solution to the environmental and natural disaster monitoring and detection, we propose an energy efficient large-scale autonomous Wireless Sensor Networks (WSNs) that can withstand the limited battery lifetime problem. Hereto, an energy-harvesting (EH) aware clustering technique is introduced using aknowledge-based inference approach for selecting cluster heads using fuzzy petri nets with three level hierarchy. Our EH mechanism endorses the sensor nodes with hybrid sources EH giving a potential boost for the network life. The robustness of our WSN is addressed by introducing a primary and a secondarybackups for each level to reduce the frequency of reclustering. Finally, an opportunistic energy harvesting aware transmission technique is presented to enhance the network life-time. The performance of this scheme is evaluated against the famous clustering techniques, where the proposed algorithms extend the WSN field life-time significantly. |
| first_indexed | 2024-04-12T23:03:27Z |
| format | Article |
| id | doaj.art-695bc9a7f2b44bc1af9837c208bf01c4 |
| institution | Directory Open Access Journal |
| issn | 2410-0218 |
| language | English |
| last_indexed | 2024-04-12T23:03:27Z |
| publishDate | 2015-09-01 |
| publisher | European Alliance for Innovation (EAI) |
| record_format | Article |
| series | EAI Endorsed Transactions on Industrial Networks and Intelligent Systems |
| spelling | doaj.art-695bc9a7f2b44bc1af9837c208bf01c42022-12-22T03:12:59ZengEuropean Alliance for Innovation (EAI)EAI Endorsed Transactions on Industrial Networks and Intelligent Systems2410-02182015-09-012510.4108/eai.17-9-2015.150283Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net ReasoningAya Mostafa0Khaled Hassan1Faculty of Information Engineering and Technology (IET) German University in Cairo, New Cairo, EgyptFaculty of Information Engineering and Technology (IET) German University in Cairo, New Cairo, EgyptAs a solution to the environmental and natural disaster monitoring and detection, we propose an energy efficient large-scale autonomous Wireless Sensor Networks (WSNs) that can withstand the limited battery lifetime problem. Hereto, an energy-harvesting (EH) aware clustering technique is introduced using aknowledge-based inference approach for selecting cluster heads using fuzzy petri nets with three level hierarchy. Our EH mechanism endorses the sensor nodes with hybrid sources EH giving a potential boost for the network life. The robustness of our WSN is addressed by introducing a primary and a secondarybackups for each level to reduce the frequency of reclustering. Finally, an opportunistic energy harvesting aware transmission technique is presented to enhance the network life-time. The performance of this scheme is evaluated against the famous clustering techniques, where the proposed algorithms extend the WSN field life-time significantly.https://eudl.eu/pdf/10.4108/eai.17-9-2015.150283energy harvestingfuzzy petri nets reasoningwireless sensor networksclustering algorithms |
| spellingShingle | Aya Mostafa Khaled Hassan Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning EAI Endorsed Transactions on Industrial Networks and Intelligent Systems energy harvesting fuzzy petri nets reasoning wireless sensor networks clustering algorithms |
| title | Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning |
| title_full | Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning |
| title_fullStr | Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning |
| title_full_unstemmed | Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning |
| title_short | Energy Harvesting Aware Clustering and Opportunistic Transmission with Fuzzy Petri Net Reasoning |
| title_sort | energy harvesting aware clustering and opportunistic transmission with fuzzy petri net reasoning |
| topic | energy harvesting fuzzy petri nets reasoning wireless sensor networks clustering algorithms |
| url | https://eudl.eu/pdf/10.4108/eai.17-9-2015.150283 |
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