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High Precision Clock-Less ADC Using Wavelet Neural Networks

Date

2017-12-15T13:38:38Z

Authors

Elsalahati, Tamer

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Abstract

A design technique for an asynchronous Analog-to-Digital Converter (ADC) is presented. The proposed design retains a clockless level crossing sampling technique, and then applies a Wavelet Neural Network (WNN) technique. High-level simulation results are shown for various ADC resolutions. The Signal to Noise and Distortion Ratio (SNDR) achieved for 4-bit ADC systems are presented. It has been shown that a 4-bit system with the proposed asynchronous ADC architecture using a WNN technique achieves an Effective Number Of Bits (ENOB) of up to 38 bits depending on the input frequency and resolution.

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Keywords

Quantization (signal), Neural networks, Wavelet transforms, Delta modulation, Signal resolution, Wavelet Neural Networks, Continuous Time, Clockless ADC, Level Crossing ADC

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