Qualification: 
M.Tech, BE
Email: 
jain_vineetha@blr.amrita.edu

Vineetha Jain currently serves as Assistant Professor at the department of Computer Science, Amrita School of Engineering, Bengaluru. She is currently pursuing her Ph.D. 

Publications

Publication Type: Conference Paper

Year of Publication Publication Type Title

2017

Conference Paper

Vineetha Jain K. V. and Dr. Dhanesh G. Kurup, “Direct Demodulator for Amplitude Modulated Signals Using Artificial Neural Network”, in International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), , Manipal University, Karnataka, 2017.[Abstract]


This article, presents an Artificial Neural Network (ANN) based high speed demodulator, capable of demodulating amplitude modulated signals. The ANN is developed using Multilayer Perceptron (MLP) based Neural Network. We also introduce a pre-processing method for faster training of the ANN and a method training ANN using random modulating signal. Test results are presented for modulating signals such as triangular wave and square wave. We show that, the unique preprocessing technique introduced in this article enables us to achieve faster training of the ANN.

More »»
207
PROGRAMS
OFFERED
5
AMRITA
CAMPUSES
15
CONSTITUENT
SCHOOLS
A
GRADE BY
NAAC, MHRD
9th
RANK(INDIA):
NIRF 2017
150+
INTERNATIONAL
PARTNERS