An improved design method based on polyphase components for digital FIR filters

被引:3
作者
Kumar, A. [1 ,4 ]
Kuldeep, B. [2 ]
Singh, G. K. [3 ]
Lee, Heung No [4 ]
机构
[1] PDPM Indian Inst Informat Technol Design & Mfg, Elect & Commun Engn, Jabalpur, India
[2] Natl Inst Technol, Elect & Commun Engn, Hamirpur, India
[3] Indian Inst Technol Roorkee, Elect Engn, Roorkee, India
[4] Gwangju Inst Sci & Technol, Sch Elect Engn & Comp Sci, Gwangju, South Korea
关键词
FIR; CS; MCS; PSO; ABC; optimisation; fractional derivative constraints; polyphase; PARTICLE SWARM OPTIMIZATION; ARTIFICIAL BEE COLONY; CUCKOO SEARCH; ALGORITHM; IMAGE;
D O I
10.1080/00207217.2017.1329950
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an efficient design of digital finite impulse response (FIR) filter, based on polyphase components and swarm optimisation techniques (SOTs). For this purpose, the design problem is formulated as mean square error between the actual response and ideal response in frequency domain using polyphase components of a prototype filter. To achieve more precise frequency response at some specified frequency, fractional derivative constraints (FDCs) have been applied, and optimal FDCs are computed using SOTs such as cuckoo search and modified cuckoo search algorithms. A comparative study of well-proved swarm optimisation, called particle swarm optimisation and artificial bee colony algorithm is made. The excellence of proposed method is evaluated using several important attributes of a filter. Comparative study evidences the excellence of proposed method for effective design of FIR filter.
引用
收藏
页码:1920 / 1934
页数:15
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