Journal of Machine and Computing


A Certain Investigations on Energy Efficient Techniques on Wireless Sensor Networks over Smart Grid



Journal of Machine and Computing

Received On : 30 June 2022

Revised On : 14 October 2022

Accepted On : 10 December 2022

Published On : 05 January 2023

Volume 03, Issue 01

Pages : 038-046


Abstract


Energy efficiency plays biggest role in the wireless sensor network as the sensors are smaller and restricted in their resource capacity. Due to their nature of restricted resource capacity, data transmission would become more complex. So, it is required to concentrate more on data transmission strategies, to ensure the interruption avoided data transmission. There are different examination strategies has been presented before for performing data transmission. Among them most of research methodologies focused on attaining energy consumption reduced optimal data transmission. The working principlee and processing flow of previous research methodologies has been discussed here in details. This survey article is to discuss the research techniques which attempts to perform energy consumption reduced data handling, so that network lifetime of various sensor nodes can be utilized effectively along with increased data transmission rate. And this research work discussed the merits and demerits analysed over each research techniques discussed here. Finally, this research work is concluded with the performance analysis over varying number of nodes. The examination of the analysis work is done in the matlab. The mathematical qualities have been examined to predict the exhibition level of various examination procedures as far as their packet transmission rate, delay and energy utilization.


Keywords


Packet Transmission Rate, Energy Consumption, End to End Delay, Reliable Data Transmission, Overhead.


  1. Piltyay, S., Bulashenko, A., & Demchenko, I., “Wireless sensor network connectivity in heterogeneous 5G mobile systems”,. In 2020 IEEE International Conference on Problems of Infocommunications. Science and Technology (PIC S&T) (pp. 625-630), 2022.
  2. Joshi, E., Sasode, D. S., Singh, N., & Chouhan, N., “Wireless sensor network application for precision agriculture”, Biotica Research Today, 2(5), 125-128, 2012.
  3. Al-Turjman, F., & Alturjman, S., “Confidential smart-sensing framework in the IoT era”, The Journal of Supercomputing, 74(10), 5187-5198, 2012.
  4. Yang, G., Dai, L., Si, G., Wang, S., & Wang, S, “Challenges and security issues in underwater wireless sensor networks”,. Procedia Computer Science, 147, 210-216, 2019.
  5. Liu, X., Qiu, T., & Wang, T. “Load-balanced data dissemination for wireless sensor networks: A nature-inspired approach”, IEEE Internet of Things Journal, 6(6), 9256-9265, 2019.
  6. Xu, C., Xiong, Z., Zhao, G., & Yu, S., “An energy-efficient region source routing protocol for lifetime maximization in WSN”, IEEE Access, 7, 135277-135289, 2019.
  7. Wu, J., Hu, K., Cheng, Y., Zhu, H., Shao, X., & Wang, Y., “Data-driven remaining useful life prediction via multiple sensor signals and deep long short-term memory neural network”,. ISA transactions, 97, 241-250, 2020.
  8. Guleria, K., & Verma, A. K., “Comprehensive review for energy efficient hierarchical routing protocols on wireless sensor networks”,. Wireless Networks, 25(3), 1159-1183, 2019.
  9. Idrees, A. K., Alhussaini, R., & Salman, M. A., “Energy-efficient two-layer data transmission reduction protocol in periodic sensor networks of IoTs”, Personal and Ubiquitous Computing, 1-20, 2020.
  10. Raghav, R. S., Thirugnansambandam, K., & Anguraj, D. K., “Beeware routing scheme for detecting network layer attacks in wireless sensor networks”, Wireless Personal Communications, 112(4), 2439-2459, 2020.
  11. Hameed, A. R., ul Islam, S., Raza, M., & Khattak, H. A, “Towards Energy and Performance-aware Geographic Routing for IoT-enabled Sensor Networks”, Computers & Electrical Engineering, 85, 106643, 2020.

Acknowledgements


Author(s) thanks to Dr. Selvakumar K for this research completion and Data validation support.


Funding


No funding was received to assist with the preparation of this manuscript.


Ethics declarations


Conflict of interest

The authors have no conflicts of interest to declare that are relevant to the content of this article.


Availability of data and materials


No data available for above study.


Author information


Contributions

All authors have equal contribution in the paper and all authors have read and agreed to the published version of the manuscript.


Corresponding author


Rights and permissions


Open Access This article is licensed under a Creative Commons Attribution NoDerivs is a more restrictive license. It allows you to redistribute the material commercially or non-commercially but the user cannot make any changes whatsoever to the original, i.e. no derivatives of the original work. To view a copy of this license, visit https://creativecommons.org/licenses/by-nc-nd/4.0/


Cite this article


Balamurugan P, Selvakumar K, “A Certain Investigations on Energy Efficient Techniques on Wireless Sensor Networks over Smart Grid”, Journal of Machine and Computing, pp. 038-046, January 2023. doi: 10.53759/7669/jmc202303005.


Copyright


© 2023 Balamurugan P, Selvakumar K. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.