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Design Low Pass and Band Pass FIR Digital Filter for Cut off Frequency Calculation Using Artificial Neural Network

Noopur Srivastava, Vandana Vikas Thakare

Abstract


This paper presents a design approach of low pass and band pass FIR digital filter for cut-off frequency calculation using artificial neural network (ANN). In this work FDA Tool has been used for design of FIR low pass and band pass digital filter with hamming and Hanning window because better frequency response has been achieved by these window for design of digital low pass and band pass filter than other window and ANN has been used to cut off frequency calculation with two algorithms namely feed forward back propagation and radial basis function.
The cut-off frequencies have been compared by NN Tool and FDA Tool, comparison has been done also for windows and algorithms.

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References


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DOI: https://doi.org/10.37628/jrfd.v2i1.526

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