Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks
Recently, Pulse Coupled Oscillator (PCO)-based travelling waves have attracted substantial attention by researchers in wireless sensor network (WSN) synchronization. Because WSNs are generally artificial occurrences that mimic natural phenomena, the PCO utilizes firefly synchronization of attracting...
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| Format: | Article |
| Language: | English |
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Public Library of Science
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/63607/1/Travelling%20Wave%20Pulse%20Coupled%20Oscillator%20%28TWPCO%29%20Using%20a%20Self-Organizing%20Scheme%20for%20Energy-Efficient%20Wireless%20Sensor%20Networks.pdf |
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| author | Al-Mekhlafi, Zeyad Ghaleb Hanapi, Zurina Mohd Othman, Mohamed Zukarnain, Zuriati Ahmad |
| author_facet | Al-Mekhlafi, Zeyad Ghaleb Hanapi, Zurina Mohd Othman, Mohamed Zukarnain, Zuriati Ahmad |
| author_sort | Al-Mekhlafi, Zeyad Ghaleb |
| collection | UPM |
| description | Recently, Pulse Coupled Oscillator (PCO)-based travelling waves have attracted substantial attention by researchers in wireless sensor network (WSN) synchronization. Because WSNs are generally artificial occurrences that mimic natural phenomena, the PCO utilizes firefly synchronization of attracting mating partners for modelling the WSN. However, given that sensor nodes are unable to receive messages while transmitting data packets (due to deafness), the PCO model may not be efficient for sensor network modelling. To overcome this limitation, this paper proposed a new scheme called the Travelling Wave Pulse Coupled Oscillator (TWPCO). For this, the study used a self-organizing scheme for energy-efficient WSNs that adopted travelling wave biologically inspired network systems based on phase locking of the PCO model to counteract deafness. From the simulation, it was found that the proposed TWPCO scheme attained a steady state after a number of cycles. It also showed superior performance compared to other mechanisms, with a reduction in the total energy consumption of 25%. The results showed that the performance improved by 13% in terms of data gathering. Based on the results, the proposed scheme avoids the deafness that occurs in the transmit state in WSNs and increases the data collection throughout the transmission states in WSNs. |
| first_indexed | 2024-03-06T09:44:58Z |
| format | Article |
| id | upm.eprints-63607 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:44:58Z |
| publishDate | 2017 |
| publisher | Public Library of Science |
| record_format | dspace |
| spelling | upm.eprints-636072018-11-07T03:24:34Z http://psasir.upm.edu.my/id/eprint/63607/ Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks Al-Mekhlafi, Zeyad Ghaleb Hanapi, Zurina Mohd Othman, Mohamed Zukarnain, Zuriati Ahmad Recently, Pulse Coupled Oscillator (PCO)-based travelling waves have attracted substantial attention by researchers in wireless sensor network (WSN) synchronization. Because WSNs are generally artificial occurrences that mimic natural phenomena, the PCO utilizes firefly synchronization of attracting mating partners for modelling the WSN. However, given that sensor nodes are unable to receive messages while transmitting data packets (due to deafness), the PCO model may not be efficient for sensor network modelling. To overcome this limitation, this paper proposed a new scheme called the Travelling Wave Pulse Coupled Oscillator (TWPCO). For this, the study used a self-organizing scheme for energy-efficient WSNs that adopted travelling wave biologically inspired network systems based on phase locking of the PCO model to counteract deafness. From the simulation, it was found that the proposed TWPCO scheme attained a steady state after a number of cycles. It also showed superior performance compared to other mechanisms, with a reduction in the total energy consumption of 25%. The results showed that the performance improved by 13% in terms of data gathering. Based on the results, the proposed scheme avoids the deafness that occurs in the transmit state in WSNs and increases the data collection throughout the transmission states in WSNs. Public Library of Science 2017-01 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/63607/1/Travelling%20Wave%20Pulse%20Coupled%20Oscillator%20%28TWPCO%29%20Using%20a%20Self-Organizing%20Scheme%20for%20Energy-Efficient%20Wireless%20Sensor%20Networks.pdf Al-Mekhlafi, Zeyad Ghaleb and Hanapi, Zurina Mohd and Othman, Mohamed and Zukarnain, Zuriati Ahmad (2017) Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks. PLOS ONE, 12 (1). pp. 1-27. ISSN 1932-6203 https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0167423 10.1371/journal.pone.0167423 |
| spellingShingle | Al-Mekhlafi, Zeyad Ghaleb Hanapi, Zurina Mohd Othman, Mohamed Zukarnain, Zuriati Ahmad Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title | Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title_full | Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title_fullStr | Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title_full_unstemmed | Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title_short | Travelling Wave Pulse Coupled Oscillator (TWPCO) using a self-organizing scheme for energy-efficient wireless sensor networks |
| title_sort | travelling wave pulse coupled oscillator twpco using a self organizing scheme for energy efficient wireless sensor networks |
| url | http://psasir.upm.edu.my/id/eprint/63607/1/Travelling%20Wave%20Pulse%20Coupled%20Oscillator%20%28TWPCO%29%20Using%20a%20Self-Organizing%20Scheme%20for%20Energy-Efficient%20Wireless%20Sensor%20Networks.pdf |
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