Adaptive Digital Filter Design for Linear Noise Cancellation Using Neural Networks
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 6
Abstract
Abstract: Noise is the most serious issue in the filters and adaptive filters are subjected to this unwanted component. This paper deals with the problem of the adaptive noise and various adaptive algorithms functions which when implemented practically shows that the noise is cancelled or removed by the neural network approach using the exact random basis function. The adaptive filters are used to control the noise and it has a linear input and output characteristics. This approach is done so as to get the minimum possible error so that to obtain the error free desired signal. The designed filter will reduce this noise from measured signal by a reference signal which is highly correlated with the noise signal. This approach gives excellent result for this signal processing technique that removes or eliminates the linear noise from the different functions. The simulation results are also mentioned so as to gives a vivid idea of reduced noise using neural networks algorithm
Authors and Affiliations
Nikhil Verma , Rajesh Mehra
Keywords
Related Articles
- EP ID EP106573
- DOI -
- Views 116
- Downloads 0
Classification of Micro Array Gene Expression Proposed using Statistical Approaches
Classification analysis of microarray gene expression data has been performed widely to find out the biological features and to differentiate intimately related cell types that usually appear in the diagnosis of can...
Incorporation of GlobalIssue factors in SDLC by using Inverse Requirement
Abstract: Approval of the project depends on the user's fulfillment and that is just accomplished when the item satisfies client's necessities and requests. Accuracy of necessities assumes a critical part in software dev...
Drowsy Driver Detection System: A Novel Approach Using Haar Like Features
There are many instances of road accidents round the world due to driver’s lack of attention in driving. One of the prime reasons can be drowsiness. In this paper, a drowsiness detection system using Haar like fe...
An Indepth Understanding of eGovernance initiatives: eAuctionA Case Study Approach
Green Cloud Computing: Making Cloud as Environmental Friendly
Abstract:Cloud computingis a type of internet based computing that provides shared computer processing resources and data to computers and other devices on demand [pay per-use model] which is changing the world around us...