A Novel Framework for Enhancing Data Collection Efficiency Through Multiple Mobile Sink Nodes in Wireless Sensor Networks
Main Article Content
Abstract
The transmission of oceanographic data and the existence of impurities in Submerged Wireless Sensor Networks (SWSN) have been the subject of a significant amount of research in recent years. Maintaining link stability, latency in establishing connections, data loss in real-time broadcasts, and limited transmission ranges are some of the difficulties these networks face. Several routing solutions have been proposed to address these issues, but none of them have been able to provide effective transmission. Supported by both simulation and experimental results, this research presents a framework for an all-inclusive data-collecting system. Our system uses intelligent cluster sensor nodes to successfully relay temperature, pH, and turbidity data in the Indus River; turbidity values range from 6.5 to 31 NTU. Our suggested approach considerably enhances data transmission performance in submerged wireless sensor networks, according to the experimental results. When combined with Zigbee technology, a Modified Pseudo Orthogonal M-Sequence Data Acquisition System can greatly improve the performance of Routing Protocols in Submerged Wireless Sensor Networks.
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How to Cite
[1]
S. Abbasi, M. I. Anis, M. Kashif, and U. Bashir Tayab, “A Novel Framework for Enhancing Data Collection Efficiency Through Multiple Mobile Sink Nodes in Wireless Sensor Networks”, AJSE, vol. 23, no. 3, pp. 258 - 265, Dec. 2024.
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References
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[6] Y. Nishikawa et al., "Design of stable wireless sensor network for slope monitoring," IEEE Topical Conference on Wireless Sensors and Sensor Networks (WiSNet), Anaheim, 2018
[7] Luo, Junhai, Yanping Chen, Man Wu, and Yang Yang. "A Survey of Routing Protocols for Underwater Wireless Sensor Networks." IEEE Communications Surveys & Tutorials 23, no. 1 (2021): 137-160.
[8] L. Li, Z. Li, B. Li, D. Liu and H. Li, "Pseudo-Sequence- Based 2-D Hierarchical Coding Structure for Light-Field Image Compression," in IEEE Journal of Selected Topics in Signal Processing, vol. 11, no. 7, Oct 2017 pp. 1107-1119.
[9] M. R. Ahmed, M. Aseeri, M. S. Kaiser, N. Z. Zenia and Z. I.Chowdhury, "A novel algorithm for malicious attack detection in UWSN, "International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), Dhaka, 2015, pp.1-6.
[10] Haque, K.F.; Kabir, K.H.; Abdelgawad, A. Advancement of Routing Protocols and Applications of Underwater Wireless Sensor Network (UWSN)—A Survey. J. Sens. Actuator Netw. 2020, 9, 19.
[11] H.Mythrehee and A.Julian, "A cross layer UWSN architecture for marine environment monitoring, "Global Conference on Communication Technologies (GCCT), Thuckalay, 2015 pp.211-216.
[12] Richa Sharma, Vasudha Vashisht and Umang Singh Volume 10, “Modelling and simulation frameworks for wireless sensor networks: a comparative study”, ISSN 2043- 6386, October 2020, p. 181 – 197.
[13] Binwei Deng, Guangming Huang, Lei Zhang and Hao Liu, "Improved centroid localization algorithm in WSNs," 2008 3rd International Conference on Intelligent System and Knowledge Engineering, Xiamen, 2008, pp. 1260-1264.
[14] [13] Batool, Samera, Muazzam A. Khan, Nazar A. Saqib, and Saad Rehman. "A Survey of Routing Protocols for Underwater Wireless Sensor Networks. "Future Technologies Conference (FTC) 2017, 29-30 November 2017, Vancouver, Canada
[15] M. Tokala and R. Nallamekala, "Secured algorithm for routing the military field data using Dynamic Sink: WSN,"Second International Conference on Inventive Communication and Computational Technologies (ICICCT), Coimbatore, 2018, pp. 471-476.
[16] Chandel, Sonal T.; Sharma, Sanjay, “Optimization Based Sink Deployment Technique in WSN to Improve Network Performance”, International Journal of Sensors Wireless Communications and Control, Volume 10, Number 2, 2020, pp. 217-230.
[17] R. Beniwal, K. Nikolova and G. Iliev, "Performance Analysis of MM-SPEED Routing Protocol Implemented in 6LoWPAN Environment,"IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Sochi, Russia, 2019, pp. 1-5.
[18] Yin Wu and Wenbo Liu,” Routing protocol based on genetic algorithm for energy harvesting-wireless sensor networks”, Print ISSN 2043-6386, Volume 3, Issue 2, June 2013, p. 112 – 118.
[19] L. Wu et al., "Wireless sensor network based solution for nuclear radiation detection," 2014 4th IEEE International Conference on Information Science and Technology, Shenzhen, 2014, pp. 397-400.
[20] Deng, Fangming, Pengqi Zuo, Kaiyun Wen, Xiang Wu, and Yigang He. "Low delay technology research of transmission line tower monitoring network integrating WSN and RFID." IEEE Access 7 (2019): 111065-111073.