Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Optimal Resource Sharing Amongst Device-to-Device Communication Using Particle Swarm Algorithm Read chapter Read first chapter

2021 | OriginalPaper | Chapter

Biogeography-Based Optimization Technique for Optimal Design of IIR Low-Pass Filter and Its FPGA Implementation

Authors : K. Susmitha, V. Karthik, S. K. Saha, R. Kar

Published in: Evolutionary Computing and Mobile Sustainable Networks

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A bio-inspired meta-heuristic biogeography-based optimization (BBO) algorithm, which imitates the migration and mutation processes of different species according to the habitat features, is used in this paper in order to get the optimal coefficients of an infinite impulse response (IIR) low-pass filter (LPF) of order 8. BBO mainly depends on the immigration rate (IR) and emigration rate (ER), through which the searching efficiency is enhanced. The simulation results have shown a better performance in terms of stopband attenuation, transition width, passband ripples (PBR), and stopband ripples (SBR). The optimized coefficients are utilized for the implementation of the IIR filter in the Verilog hardware description language (HDL) with the field-programmable gate array (FPGA).

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Body Mass Index Implications Using Data Analysis in the Soccer Sports
next chapter Invasive Weed Optimization-Based Optimally Designed High-Pass IIR Filter and Its FPGA Implementation
Literature
1.
Oppenheim V, Schafer RW, Buck JR (1999) Discrete-time signal processing. Prentice-Hall, NJ
2.
Hussain ZM, Sadik AZ, O’Shea P (2011) Digital signal processing-an introduction with Matlab applications. Springer
3.
Nayak C, Saha SK, Kar R, Mandal D (2019) An optimally designed digital differential based preprocessor for R-peak detection in electrocardiogram signal. Biomed Signal Process Control 49:440–464CrossRef
4.
Karaboga N (2009) A new design method based on artificial bee colony algorithm for digital IIR filters. J Frankl Inst 346(4):328–348MathSciNetCrossRef
5.
Saha SK, Kar R, Mandal D, Ghoshal SP (2014) Digital stable IIR bandpass filter design using seeker optimization technique. Adv Mater Res 905:406–410CrossRef
6.
Karaboga N, Cetinkaya B (2004) Design of minimum phase digital IIR filters by using genetic algorithm. In: IEEE 6th nordic signal processing symposium, Finland, pp 29–32
7.
Saha SK, Kar R, Mandal D, Ghoshal SP (2014) Harmony search algorithm for infinite impulse response system identification. Comput Electr Eng 40(4):1265–1285CrossRef
8.
Saha SK, Sarkar S, Kar R, Mandal D, Ghoshal SP (2012) Digital stable IIR low pass filter optimization using particle swarm optimization with improved inertia weight. In: International joint conference on computer science and software engineering (JCSSE), Bangkok, pp 147–152
9.
Saha SK, Kar R, Mandal D, Ghoshal SP (2014) Gravitation search algorithm: application to the optimal IIR filter design. J King Saud Univ-Eng Sci 26(1):69–81
10.
Karaboga N (2005) Digital IIR filter design using differential evolution algorithm. EURASIP J Appl Signal Process 2005:1269–1276MATH
11.
Simon D (2008) Biogeography-based optimization. IEEE Trans Evol Comput 12(6):702–713CrossRef
12.
Rahmati SH, Zandieh M (2012) A new biogeography-based optimization (BBO) algorithm for the flexible job shop scheduling problem. Int J Adv Manuf Technol 58(9):1115–1129
13.
Lohokare MR, Pattnaik SS, Panigrahi BK, Das S (2013) Accelerated biogeography-base optimization with neighbourhood search for optimization. Appl Soft Comput 13(5):2318–2342CrossRef
14.
Simon D (2011) A dynamic system model of biogeography-based optimization. Appl Soft Comput 11(8):5652–5661CrossRef
15.
Sergiyenko A, Serhienko A (2018) Digital filter design using VHDL. In: International conference: high performance computing, Kiev, pp. 123–126
Metadata
Title
Biogeography-Based Optimization Technique for Optimal Design of IIR Low-Pass Filter and Its FPGA Implementation
Authors
K. Susmitha
V. Karthik
S. K. Saha
R. Kar
Copyright Year
2021
Publisher
Springer Singapore
Book
Evolutionary Computing and Mobile Sustainable Networks

Print ISBN: 978-981-15-5257-1

Electronic ISBN: 978-981-15-5258-8

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-15-5258-8_23