A Power-Efficient Multichannel Low-Pass Filter Based on the Cascaded Multiple Accumulate Finite Impulse Response (CMFIR) Structure for Digital Image Processing
Open Access
- 10 February 2022
- journal article
- research article
- Published by Springer Nature in Circuits, Systems, and Signal Processing
- Vol. 41 (7) , 3864-3881
Abstract
The author offers a power-efficient multichannel low-pass filter for digital image processing based on the cascade multiple accumulate finite impulse response (CMFIR) structure in this study. The CMFIR filter was created using the outputs of a linear time-invariant system (LTI), which was built using a cascaded integrator comb (CIC) and a MAC low-pass filter. The sample rate convertor based on CIC filters effectively conducts decimation or interpolation. The sample rate convertor with the CIC filter can only accommodate narrowband transmissions and so cannot be utilized for wideband signals. The MAC architecture-based sample rate convertor is a good solution for high-bandwidth signals, but it uses more resources like registers and flip-flops, which increases power consumption. Here, the CMFIR low-pass filter acts as an interpolator, introducing a sample to boost the image's resolution. CMFIR is a useful tool for addressing the issue of aliasing during sampling. In addition, the genetic algorithm was used to increase the filter's resource utilization and power consumption efficiency.Keywords
Funding Information
- Department of Computer Science Engineering, Techno India NJR Institute of Technology
- Chair of Electrical Engineering Fundamentals, Wroclaw University of Science and Technology
This publication has 35 references indexed in Scilit:
- Design and Multiplierless Realization of Maximally Flat Sharpened-CIC CompensatorsIEEE Transactions on Circuits and Systems II: Express Briefs, 2017
- Design of FIR Filter using reconfigurable MAC unit2016
- On the design of optimal 2D filters for efficient hardware implementations of image processing algorithms by using power-of-two termsJournal of Real-Time Image Processing, 2016
- Design of area and power efficient digital FIR filter using modified MAC unit2015
- Development of low power multi channel interpolator for system on chip in 4G application2014
- FPGA implementation of efficient FIR Filter with quantized fixedpoint coefficients2013
- FIR digital filter design and MATLAB simulation2012
- Optimization of linear phase FIR band pass filter using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach2011
- Improved protein structural class prediction using genetic algorithm and artificial immune system2009
- Fast power loss calculation for digital static CMOS circuits2002