Papers by Ms. G. Kothai CSE
Role of Blockchain Technology in Intelligent Transportation Systems
CRC Press eBooks, May 16, 2022
Evolution and Innovation of Blockchain Paradigms for the 6G Ecosystem
CRC Press eBooks, May 16, 2022
Chaotic Light Weight Authentication Protocol for Vehicular Adhoc Network
Innovations in Smart Cities Applications Volume 5, 2022
Wireless Communications and Mobile Computing, 2021
The vehicular adhoc network (VANET) is an emerging research topic in the intelligent transportati... more The vehicular adhoc network (VANET) is an emerging research topic in the intelligent transportation system that furnishes essential information to the vehicles in the network. Nearly 150 thousand people are affected by the road accidents that must be minimized, and improving safety is required in VANET. The prediction of traffic congestions plays a momentous role in minimizing accidents in roads and improving traffic management for people. However, the dynamic behavior of the vehicles in the network degrades the rendition of deep learning models in predicting the traffic congestion on roads. To overcome the congestion problem, this paper proposes a new hybrid boosted long short-term memory ensemble (BLSTME) and convolutional neural network (CNN) model that ensemble the powerful features of CNN with BLSTME to negotiate the dynamic behavior of the vehicle and to predict the congestion in traffic effectively on roads. The CNN extracts the features from traffic images, and the proposed ...
International Journal of Interactive Mobile Technologies (iJIM), 2020
Vehicular Adhoc Network (VANET) is an emerging technology that provides a digital communication a... more Vehicular Adhoc Network (VANET) is an emerging technology that provides a digital communication among vehicles, persons and Road-Side Units (RSU). VANETs are highly vulnerable to cyber-attacks. These cyber-attacks make a wrong illusion on traffic jam, can inject false information regarding traffics and injects large amount of spam messages that disrupts the normal functionalities. The main objective of the research work is to implement and analyze the different models that help in improving the traffic management. The scenarios are simulated, and the performance is analyzed using the OMNET++ Simulator.
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Papers by Ms. G. Kothai CSE