An Efficient and Energy Data Transmission Using Intelligent-Based Techniques in Wireless Sensor Networks

The aim of the research is to use AI approaches to secure, energy and reliably transmit data on ad hoc networks. Ad hoc networks are becoming standard fare in contemporary communication infrastructures, wireless technology, and mobile devices. Protecting sensitive information during transmission is no simple task, especially in ad hoc networks due to their inherent instability and lack of central authority. The existing network can explain all the unknowns and complexity settings in Ad-HoC, conventional encryption techniques, and routing protocols. The proposed artificial intelligence-driven technique for ensuring safe and strong data transmission in various ad hoc network situations works by running comprehensive simulations and evaluations. For similarity metrics like packet delivery ratio, end-to-end delay, and attack resilience, our findings show that the proposed framework outperforms conventional approaches an effectively without any delay and improve the speed of the data transmission.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/c2i663243.2024.10894842
Primary Topic
Energy Efficient Wireless Sensor Networks
Type
article
Field-Weighted Citation Impact
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An Efficient and Energy Data Transmission Using Intelligent-Based Techniques in Wireless Sensor Networks

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Energy Efficient Wireless Sensor Networks
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An Efficient and Energy Data Transmission Using Intelligent-Based Techniques in Wireless Sensor Networks

Siti Sarah, I. Vasudevan, Sanjay Chakraborty, Visal, B R Chetankumar, R. M. DilipCharaan
article en

Abstract

The aim of the research is to use AI approaches to secure, energy and reliably transmit data on ad hoc networks. Ad hoc networks are becoming standard fare in contemporary communication infrastructures, wireless technology, and mobile devices. Protecting sensitive information during transmission is no simple task, especially in ad hoc networks due to their inherent instability and lack of central authority. The existing network can explain all the unknowns and complexity settings in Ad-HoC, conventional encryption techniques, and routing protocols. The proposed artificial intelligence-driven technique for ensuring safe and strong data transmission in various ad hoc network situations works by running comprehensive simulations and evaluations. For similarity metrics like packet delivery ratio, end-to-end delay, and attack resilience, our findings show that the proposed framework outperforms conventional approaches an effectively without any delay and improve the speed of the data transmission.

Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology (IN)
Affordable and clean energy
Openalex Percentile: Top 67%
Energy Efficient Wireless Sensor Networks
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