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Evelyn Ezhilarasi I

Publications -  2

Evelyn Ezhilarasi I is an academic researcher. The author has contributed to research in topics: Deep learning & Support vector machine. The author has co-authored 2 publications.

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Proceedings ArticleDOI

BER and OSNR Based Quality Estimation in Optical Networks using Machine Learning Algorithms

TL;DR: In this paper , the estimation of ASE noise for different values of wavelength and bandwidth is discussed and a RWA algorithm is based on an OSNR to improve the QoT. And the best machine learning model, sample data, and the quality of the transmission model are briefly described.
Journal ArticleDOI

GRU-SVM Based Threat Detection in Cognitive Radio Network

Evelyn Ezhilarasi I, +1 more
- 24 Jan 2023 - 
TL;DR: In this paper , the authors used GRU in CRN to train and test the dataset of spectrum sensing results and achieved a high testing accuracy of 82.45%, training accuracy of 80.99% and detection probability of 1 is achieved at 65 epochs in this proposed work.