DocumentCode :
117782
Title :
Cuckoo Search Optimization based design of linear phase FIR filters: A comparison approach
Author :
Mallick, Arijit ; Dutta, Suparna ; Roy, Sandip ; Kumar, Udaya ; Chattopadhyay, Abhiroop ; Chakraborty, Debasis ; Nag, Sudip
Author_Institution :
Dept. of Instrum. & Electron. Eng., Jadavpur Univ., Kolkata, India
fYear :
2014
fDate :
6-8 March 2014
Firstpage :
1
Lastpage :
3
Abstract :
Optimization algorithms has been used to solve many design problems in science and engineering; notable in image processing, construction design, path planning and many other application. In this paper the method of designing a linear phase symmetric FIR (Finite Impulse Response) filter with the help of Cuckoo Search Optimization (CSO) Algorithm has been highlighted. Since evolutionary optimization algorithms are more powerful than its linear counterpart, CSO has been deployed in order to find out the coefficients of the required filter for a given problem requirement. Even order linear phase symmetric FIR filter are best suitable for this kind of design procedure. The best nests selected by the CSO denotes the particular coefficient set for a given particular even order filter. A low pass filter is shown as a design example. Comparisonal analysis with respect to other strong evolutionary algorithm is also presented in this paper.
Keywords :
FIR filters; evolutionary computation; linear phase filters; search problems; CSO algorithm; coefficient set; cuckoo search optimization algorithm; even order filter; even order linear phase symmetric FIR filter; evolutionary optimization algorithms; linear phase symmetric finite impulse response filter; low pass filter; Algorithm design and analysis; Filtering algorithms; Finite impulse response filters; IIR filters; Maximum likelihood detection; Optimization; Signal processing algorithms; CSO; FIR; even order symmetric filter; evolutionary optimization algorithm; linear phase;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Green Computing Communication and Electrical Engineering (ICGCCEE), 2014 International Conference on
Conference_Location :
Coimbatore
Type :
conf
DOI :
10.1109/ICGCCEE.2014.6922313
Filename :
6922313
Link To Document :
بازگشت