Enhancement in Reliability of IEEE 802.15.4 WBAN Using Greedy Spider Monkey Algorithm
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| Vydáno v: | The International Journal of Networked and Distributed Computing vol. 13, no. 1 (Jun 2025), p. 9 |
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| Další autoři: | , |
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Springer Nature B.V.
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| On-line přístup: | Citation/Abstract Full Text Full Text - PDF |
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| 001 | 3257119537 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2211-7938 | ||
| 022 | |a 2211-7946 | ||
| 024 | 7 | |a 10.1007/s44227-024-00053-w |2 doi | |
| 035 | |a 3257119537 | ||
| 045 | 2 | |b d20250601 |b d20250630 | |
| 100 | 1 | |a Pandey, Umashankar |u O.P. Jindal University Raigarh, Department of Computer Science & Engineering, Raigarh, India | |
| 245 | 1 | |a Enhancement in Reliability of IEEE 802.15.4 WBAN Using Greedy Spider Monkey Algorithm | |
| 260 | |b Springer Nature B.V. |c Jun 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a Wireless Body Area Networks (WBANs) hold immense potential in healthcare monitoring, but ensuring reliable data transmission is crucial. While the IEEE 802.15.4 standard offers low-power operation and basic security, its Contention-Based Access (CBA) mechanism can lead to packet collisions and reduced reliability, especially in congested scenarios. This paper proposes a novel approach to enhance reliability in 802.15.4 WBANs by incorporating a Greedy Spider Monkey Optimization Algorithm (GSMA). The GSMA mimics the intelligent foraging behaviour of spider monkeys, enabling dynamic channel selection and optimal transmission scheduling. Our approach aims to minimize packet collisions by selecting channels with lower traffic based on historical data and real-time network conditions; the GSMA reduces the likelihood of collisions and data loss. Secondly, the algorithm prioritizes critical data packets based on their urgency and channel availability, ensuring the timely delivery of essential medical information. Finally, by reducing collisions and optimizing scheduling, the GSMA helps maintain efficient data flow within the WBAN. This paper presents the design and implementation of the GSMA-based approach within the 802.15.4 framework. Simulation results are presented to evaluate the effectiveness of the proposed method in improving reliability, reducing packet loss, and enhancing overall network performance in WBANs. The findings demonstrate the potential of the GSMA to address the limitations of 802.15.4 and contribute to developing more reliable and efficient WBAN solutions for healthcare applications. | |
| 653 | |a Wireless communications | ||
| 653 | |a Physiology | ||
| 653 | |a Scheduling | ||
| 653 | |a Wireless networks | ||
| 653 | |a Body area networks | ||
| 653 | |a Packets (communication) | ||
| 653 | |a Monkeys | ||
| 653 | |a Health care | ||
| 653 | |a Data loss | ||
| 653 | |a Reliability | ||
| 653 | |a Optimization | ||
| 653 | |a Sensors | ||
| 653 | |a Greedy algorithms | ||
| 653 | |a Collisions | ||
| 653 | |a Medical equipment | ||
| 653 | |a Data transmission | ||
| 653 | |a Personal health | ||
| 653 | |a Literature reviews | ||
| 653 | |a Algorithms | ||
| 653 | |a Real time | ||
| 653 | |a Energy consumption | ||
| 653 | |a Access control | ||
| 700 | 1 | |a Chandra, Saroj Kumar |u O.P. Jindal University Raigarh, Department of Computer Science & Engineering, Raigarh, India | |
| 700 | 1 | |a Dewangan, Narendra Kumar |u UPES Dehradun, School of Computer Science, Dehradun, India (GRID:grid.444415.4) (ISNI:0000 0004 1759 0860) | |
| 773 | 0 | |t The International Journal of Networked and Distributed Computing |g vol. 13, no. 1 (Jun 2025), p. 9 | |
| 786 | 0 | |d ProQuest |t Computer Science Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3257119537/abstract/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text |u https://www.proquest.com/docview/3257119537/fulltext/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3257119537/fulltextPDF/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |