Title :
A design of IIR based digital hearing aids using genetic algorithm
Author :
Srisangngam, Pichet ; Chivapreecha, Sorawat ; Dejhan, Kobchai
Author_Institution :
Fac. of Sci. & Technol., Phranakhon Si Ayuttaya Rajabhat Univ., Ayuttaya, Thailand
Abstract :
This paper presents a design of digital filter for digital hearing aids application. The structure of filter is consist a combination in parallel form of IIR (Infinite Impulse Response) a low-pass, a band-pass and a high-pass filter. This study shows an advantage of IIR filter can gives a good result in the low complexity digital hearing aids which leads to low hardware resources requirement and low power consumption for VLSI design. The filter coefficients of there IIR filter will obtained from the optimization procedure by genetic algorithm (GA.) The error between desired magnitude response and actual magnitude response will be minimized by GA. In order to achieve a capable of the best compensation for each hearing loss pattern. Finally, the design example and simulation results will show the accuracy of hearing loss compensation and optimal coefficients.
Keywords :
IIR filters; VLSI; biomedical electronics; genetic algorithms; hearing aids; high-pass filters; low-pass filters; prosthetics; IIR based digital hearing aids; VLSI design; band-pass filter; genetic algorithm; high-pass filter; infinite impulse response based digital hearing aids; low-pass filter; optimization; Auditory system; Bandwidth; Hardware; Matched filters; Optimization; Simulation; Digital Hearing Aids; Genetic Algorithm; IIR Filter;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2011 8th International Conference on
Conference_Location :
Khon Kaen
Print_ISBN :
978-1-4577-0425-3
DOI :
10.1109/ECTICON.2011.5948003