International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Dissertation Chapters | Electronics & Communication Engineering | India | Volume 3 Issue 12, December 2014

An Opposition based Harmony Search Approach for Performance Improvement in Linear FIR Filter Design

Dharmendra, Nitin Jain

In this paper, Improved opposition based harmony in linear phase of optimal design filters are used. In research optimization of RGA (real code GA), DE (Differential Evolution) and PSO (Particle Swarm Optimization). The Steps used are initialization randomly generated population of solutions, opposite solutions are also obtained and one is selected as a priori guess. In proposed OHS optimization method by multiplying with randomly generated variable, mean of Harmonic search and opposition based harmonics vector are used. Initialize harmony memory, each solution of harmony memory passes through memory consideration rule, pitch adjustment rule, opposition-based re-initialization generation jumping and then mean of actual solution and opposition-based solution are used, which gives the optimum result corresponding to the least error fitness in multidimensional search space of FIR filter design. Incorporation of different control parameters in the basic HS algorithm results in the balancing of exploration and exploitation of search space. Low pass, high pass, band pass, and band stop FIR filters are designed with the proposed OHS and other aforesaid algorithms individually for comparative optimization performance. A comparison of simulation results reveals the optimization effectiveness of the Proposed (Improved-OHS) over the other optimization techniques for the solution of the multimodal, non differentiable, nonlinear, and constrained FIR filter design problems.

Keywords: RGA, DE, PSO, Proposed OHS, FIR Filters

Edition: Volume 3 Issue 12, December 2014

Pages: 288 - 292


How to Cite this Article?

Dharmendra, Nitin Jain, "An Opposition based Harmony Search Approach for Performance Improvement in Linear FIR Filter Design", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14243, Volume 3 Issue 12, December 2014, 288 - 292

0 PDF Views | 0 PDF Downloads

Download Article PDF

Video Lecture of Above Article is Not Available Yet

You be the First to Request! Press the Button below!



Similar Articles with Keyword 'RGA'

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1382 - 1385

Estimating the Closeness of Known and Unknown Speech Signal Using MATLAB

Shivayogi G K, Asha K S

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1404 - 1410

A Neighbor Coverage based Probabilistic Rebroadcast for Reducing Routing Overhead in Mobile Ad hoc Networks

Sai Naga Srujana Yellanki, K. Raja Sekhar

Share this article

Dissertation Chapters, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 288 - 292

An Opposition based Harmony Search Approach for Performance Improvement in Linear FIR Filter Design

Dharmendra, Nitin Jain

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2044 - 2048

New Secure and Advanced Algorithm for Stream Ciphers Extended RC4 and FPGA Implementation

Nikhil Sankar, K. Kalpana

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2168 - 2172

An Approach to Control Congestion Using Vanets (Vehicular Adhoc Network)

Manjari Dahiya, Meenakshi Moza

Share this article

Similar Articles with Keyword 'DE'

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1378 - 1381

Design and Analysis of Double Precision Floating Point Division Operator Based on CORDIC Algorithm

Chetan Dudhagave, Hari Krishna Moorthy

Share this article

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1382 - 1385

Estimating the Closeness of Known and Unknown Speech Signal Using MATLAB

Shivayogi G K, Asha K S

Share this article

Research Paper, Electronics & Communication Engineering, Bangladesh, Volume 3 Issue 7, July 2014

Pages: 1441 - 1445

Design and Comparison of 1st Order and 2nd Order Analog Delta Sigma Modulators

Umme Zakia

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1504 - 1508

Designing a Model for Energy Efficient and Secured Data Communication Using RSA Algorithm in Wireless Sensor Networks

Sangeeta Patil, Padmapriya Patil

Share this article

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1522 - 1525

An Integrated Network with WMAN (WiMax) and WLAN to Provide Better Q.O.S with Vertical Handoff

Ahmed Abdul Kadhim Basheer, Dr. P. Chandrasekhar Reddy

Share this article

Similar Articles with Keyword 'PSO'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1326 - 1330

Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation

Ripandeep Kaur, Manpreet Kaur

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 557 - 559

Edge Detection with Execution Time Using Different Optimization Techniques & Their Comparative Analysis

Harinder Singh, Sukhjit Singh

Share this article

Dissertation Chapters, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 288 - 292

An Opposition based Harmony Search Approach for Performance Improvement in Linear FIR Filter Design

Dharmendra, Nitin Jain

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1432 - 1435

Particle Swarm Optimization in Foreground Segmentation for Live Video

Harsha M., Mithra S T

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 942 - 947

Automatic Social Behaviour Detection of Driver in Context Environment of Tier 2 City

Anushri Agrawal, Prof. Sanjay Wankhede

Share this article

Similar Articles with Keyword 'FIR Filters'

Dissertation Chapters, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 288 - 292

An Opposition based Harmony Search Approach for Performance Improvement in Linear FIR Filter Design

Dharmendra, Nitin Jain

Share this article

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1391 - 1397

A 3-Stage Pipeline VLSI Architecture for Fast Computation of the 2-D Discrete Wavelet Transform

Harshitha S, Gopalakrishna K

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 910 - 913

Enhancement of ECG Signal by using Digital FIR Filter

B. Jagadiswara Rao, A. Usharani

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 5, May 2016

Pages: 364 - 368

Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application

G K Girisha, S L Pinjare

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 6 Issue 4, April 2017

Pages: 952 - 956

FIR Filter Design Based on CSD and MSD Concepts for Fixed Applications

Raseena.K.A, Vincy Mathew

Share this article

Top