Title :
Oversampling Technique for Obtaining Higher Order Derivative of Low-Frequency Signals
Author :
Tan, Li ; Wang, Liangmo
Author_Institution :
Coll. of Eng. & Technol., Purdue Univ. North Central, Westville, IN, USA
Abstract :
In this paper, a framework for obtaining the higher order derivative of digital signals with an improved signal-to-quantization-noise ratio (SQNR) is developed. The framework consists of an oversampling analog-to-digital conversion unit with a dithering process and a higher order finite-impulse response (FIR) digital differentiator followed by a decimator. A simple and effective recursion is derived for designing the higher order FIR digital differentiator. In addition, the SQNR is analyzed. Computer simulations validate the proposed framework, the differentiator design method, and the results of the improved SQNR.
Keywords :
FIR filters; signal sampling; SQNR; decimator; digital signal; dithering process; finite-impulse response digital differentiator; higher order FIR digital differentiator; higher order derivative; low-frequency signals; oversampling analog-to-digital conversion unit; oversampling technique; signal-to-quantization-noise ratio; Analog-digital conversion; Finite impulse response filter; Higher order statistics; Noise; Quantization; Signal resolution; Finite-impulse response (FIR) digital differentiator; higher order derivative; oversampling;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2011.2135050