Original scientific paper

https://doi.org/10.1080/00051144.2021.1933362

Quadrature mirror filter bank design based on hybrid bee colony technique

Hitendra Singh ; Bundelkhand Institute of Engineering and Technology, Jhansi, India
Atul Kumar Dwivedi orcid.org/0000-0003-4221-806X ; Bundelkhand Institute of Engineering and Technology, Jhansi, India
Deepak Nagaria ; Bundelkhand Institute of Engineering and Technology, Jhansi, India

Abstract

This paper proposed a modified evolutionary technique formed by the hybridization of the bee colony technique and Nelder–Mead Simplex search technique to optimize the coefficients of Quadrature Mirror Filter (QMF). The performance of QMF can be evaluated in terms of error in the pass-band, stop-band and measure of ripple. A modified objective function is designed in this work, expressed as a weighted sum of errors in the pass-band, stop-band and measure of ripple. A modified objective function is minimized by using the proposed technique. The results obtained from the proposed technique are compared with the previously reported evolutionary optimization techniques based on QMF design. A significant improvement in various performance attributes has been attained compared to earlier reported QMF bank design techniques.

Keywords

Quadrature mirror filter; bee colony; Nelder–Mead simplex search; bee colony; evolutionary techniques

Hrčak ID:

269836

URI

https://hrcak.srce.hr/269836

Publication date:

4.6.2021.

Visits: 713 *