Title :
Implementation of Artificial Neural Networks on FPGA for Adaptive Interference Canceling
Author :
Patwal, Akshay S. ; Prashanth, J. ; Girish, Bhat
Author_Institution :
Electrical & Electronics, R. V. College of Engineering, Bangalore, Karnataka, India
Abstract :
Noise Canceling is quite a difficult task to perform using fixed filters as noise varies randomly thereby generating the need for adaptive filtering. We have implemented Adaptive Interference (Noise) Canceling on Altera FPGA kit using Artificial Neural Networks to achieve noise cancellation satisfactorily. Certain modifications have been proposed to incorporate multiple noise canceling. Few applications have also been proposed for the algorithm stated
Keywords :
Adaptive filters; Artificial neural networks; Educational institutions; Field programmable gate arrays; Interference cancellation; Neurons; Noise cancellation; Noise generators; Power generation; Sensor phenomena and characterization;
Conference_Titel :
Computers, Communications, & Signal Processing with Special Track on Biomedical Engineering, 2005. CCSP 2005. 1st International Conference on
Conference_Location :
Kuala Lumpur, Malaysia
Print_ISBN :
978-1-4244-0011-9
Electronic_ISBN :
978-1-4244-0012-6
DOI :
10.1109/CCSP.2005.4977213