کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
493677 722824 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Artificial bee colony algorithm to design two-channel quadrature mirror filter banks
ترجمه فارسی عنوان
الگوریتم کلونی زنبور عسل مصنوعی برای طراحی کانالهای فیلتر آینه کوادراتوری دو کاناله
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Artificial bee colony (ABC) algorithm has been introduced recently for solving optimization problems. The ABC algorithm is based on intelligent foraging behavior of honeybee swarms and has many advantages over earlier swarm intelligence algorithms. In this work, a new method based on ABC algorithm for designing two-channel quadrature mirror filter (QMF) banks with linear phase is presented. To satisfy the perfect reconstruction condition, low-pass prototype filter coefficients are optimized to minimize an objective function. The objective function is formulated as a weighted sum of four terms, pass-band error, and stop-band residual energy of low-pass analysis filter, square error of the overall transfer function at the quadrature frequency and amplitude distortion of the QMF bank. The design results of the proposed method are compared with earlier reported results of particle swarm optimization (PSO), differential-evolution (DE) and conventional optimization algorithms.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Swarm and Evolutionary Computation - Volume 21, April 2015, Pages 24–31
نویسندگان
, ,