• Corpus ID: 17781916

Heuristic Search Method for Digital IIR Filter Design

@inproceedings{Kaur2012HeuristicSM,
  title={Heuristic Search Method for Digital IIR Filter Design},
  author={Ranjit Kaur and Manjeet Singh Patterh and Jaspreet Singh Dhillon and Damanpreet Singh and Sant Longowal},
  year={2012}
}
The paper develops innovative methodology for robust and stable design of digital infinite impulse response (IIR) filters using a heuristic search method. The proposed heuristic search method enhances the capability to explore and exploit the search space locally as well globally to obtain optimal filter design parameters. A multicriterion optimization is employed as design criterion to obtain optimal stable IIR filter that satisfies different performance requirements like minimizing Lp-norm… 

Figures and Tables from this paper

Design of Optimal Stable Digital IIR Filters Using Hybrid Differential Evaluation

TLDR
The computational experimental results show that DE methods are superior or at least comparable to other algorithms and can be efficiently applied for higher order filter design.

Optimal Design of Digital IIR Band Pass Filter Using Practical Swarm Optimization

- In this paper, a soft computing technique is proposed to solve the problem of designing an optimal digital infinite-impulse response (IIR) filter. This paper develops a nature inspired optimization

Design of Digital IIR Low Pass Filter Using Particle Swarm Optimization ( PSO )

TLDR
An innovative methodology for the stable, efficient and robust design of digital IIR low pass(LP) filter using Particle Swarm Optimization (PSO) method, a random algorithm which provides optimal filter coefficients such that error function is minimized when compared with the traditional IIR filter design techniques.

Digital IIR Filter Design Using Genetic Algorithm and CCGA Method

TLDR
The proposed method is based on CCGA advantages and helps designing IIR filter considering applied usage such as phase response optimization and magnitude response optimization.

Design of Digital IIR Filters using Integrated Cat Swarm Optimization and Differential Evolution

TLDR
The proposed hybrid algorithm using the CSO algorithm and the DE optimization algorithm for the robust and stable design of digital IIR filter designs is capable of creating designs that are competitive with reference to other design processes and can be applied for higher order filter design.

On the Design of Optimal Digital IIR BP Filter using Opposition aided Cat Swarm Optimization Algorithm

TLDR
The computational results show that the proposed algorithm is capable of designing stable and optimal digital IIR BP filter structure that is better to the designs presented by other algorithms.

Opposition aided Cat Swarm OptimizationAlgorithm for Optimal Digital IIR High PassFilter Design

1 ABSTRACT: This paper presents a solution methodology for the designing of optimal and stable digital infinite impulse response (IIR) high pass (HP) filter by employing the cat swarm optimization

On the design and optimization of digital IIR filter using oppositional artificial bee colony algorithm

  • K. DhaliwalJ. S. Dhillon
  • Computer Science
    2016 IEEE Students' Conference on Electrical, Electronics and Computer Science (SCEECS)
  • 2016
TLDR
A modified version called oppositional artificial bee colony (OABC) algorithm is proposed in this paper which is applied for the design of optimal and stable digital IIR filter structure where designing of band-pass filter is carried out.

Design of IIR filters with reduced group delay ripple via particle swarm optimization

This paper presents a design method for infinite impulse response (IIR) filters with an approximately linear phase characteristic. The design problem of IIR digital filters is generally expressed as

References

SHOWING 1-10 OF 33 REFERENCES

Multi-criterion satisfactory optimization method for designing IIR digital filters

TLDR
The effectiveness, applicability and flexibility of MCSOM based on NQGA are demonstrated by experimental results on the lowpass and bandpass IIR digital filters design.

Seeker Optimization Algorithm for Digital IIR Filter Design

TLDR
A seeker-optimization-algorithm (SOA)-based evolutionary method is proposed for digital IIR filter design and results show that SOA is superior or comparable to the other algorithms for the employed examples and can be efficiently used for IIRfilter design.

Optimal design of digital IIR filters by using hybrid taguchi genetic algorithm

TLDR
The computational experiments show that the proposed HTGA approach can obtain better digital IIR filters than the existing GA-based method reported recently in the literature.

Designing digital IIR filters using ant colony optimisation algorithm

IIR Digital Filter Design With New Stability Constraint Based on Argument Principle

  • A. JiangH. Kwan
  • Engineering
    IEEE Transactions on Circuits and Systems I: Regular Papers
  • 2009
TLDR
A weighted least squares (WLS) method for IIR digital filter design using a new stability constraint derived from the argument principle of complex analysis and deployed to approximate the stability constraint in a quadratic form is presented.

Design of Constrained Causal Stable IIR Filters Using a New Second- Order-Cone-Programming-Based Model-Reduction Technique

TLDR
A method is proposed to express the denominator of the model-reduced IIR filter as a polynomial in integer power of z, which efficiently facilitates its polyphase implementation in multirate applications.

Design of stable IIR digital filter based on least P-power error criterion

  • C. Tseng
  • Engineering
    IEEE Trans. Circuits Syst. I Regul. Pap.
  • 2004
In this paper, the least p-power error criterion is presented to design digital infinite impulse response (IIR) filters to have an arbitrarily prescribed frequency response. First, an iterative

Automatic design of frequency sampling filters by hybrid genetic algorithm techniques

A new method of designing recursive and nonrecursive frequency sampling filters is presented. We investigate the use of a hybrid real-coded genetic algorithm (GA) for optimising transition sample

Cooperative Coevolutionary Genetic Algorithm for Digital IIR Filter Design

TLDR
Comparisons with another genetic algorithm-based digital IIR filter design method by numerical experiments show that the suggested algorithm is effective and robust in digital IIr filter design.