MATLAB Based Digital IIR Filter Design

نویسندگان

  • Samarjeet Singh
  • Uma Sharma
چکیده

a fundamental aspect of signal processing is filtering. Filtering involves the manipulation of the spectrum of a signal by passing or blocking certain portions of the spectrum, depending on the frequency of those portions. In this paper, Digital filters are designed using frequency specifications. Matlab provides different options for digital filter design, which includes function, calls to filter algorithms and a graphical user interface called Sptool. A variety of filter design algorithms are available in Matlab for both IIR and FIR filters. This paper discusses the different options in Matlab to design digital IIR filter. Four types of IIR filters are studied, Butterworth, Chebyshev I, Chebyshev II and Elliptic. Results obtained are plots of magnitude resp type of filter. Results show that the graphical user interface Sptool is a quicker and simpler option than the option of making function calls to the filter algorithms. Results are also co of MATLAB. Digital filtering is one of the most powerful tools of DSP implemented on DSP processor or in software. In both the interactive software, such as MATLAB, it is now possible to place more emphasis on learning new and difficult concepts than on programming algorithms. Interesting practical examples can be discussed, a be explored. MATLAB is a high performance language for technical computing. It integrates Computation, Visualization and programming in an easy to use environment. Digital IIR filters have been derived from their analog counterparts. Classical prototype analog filters are Butterworth, Chebyshev I, Chebyshev II and Elliptic. Parameters required designing IIR filters are sampling frequency, Pass frequency, Pass band ripples and Stop impulse response and order of the filter can be generated. Basic prototype IIR filters are of four types. First is Butterworth filter, whose magnitude response is maximally flat from Ω = 0 to Ω = ∞. types, Chebyshev I and Chebyshev II. The Chebyshev Type I filter minimizes the absolute difference between the ideal and actual frequency response over the band. Stop band response is maximally flat. The transition from pass Butterworth filter. between the ideal and actual frequency response over the entire the stop band. Pass band response is maximally flat. Elliptic filters ar They generally meet filter requirements with the lowest order of any supported filter type. Given a filter order band ripple Rp in decibels, and at . Magnitude response of these classical IIR filters is shown in following figures1, 2, 3, and 4 respectively. www.ijecse.org Based Digital IIR Filter Design Samarjeet Singh , Uma Sharma 2 Engineering BBDIT, Ghaziabad. 1 [email protected] 2 [email protected] onse, phase response, impulse response and pole mpared with the standard filter design tool i.e. FDA tool

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Design of IIR Digital Filter using Modified Chaotic Orthogonal Imperialist Competitive Algorithm (RESEARCH NOTE)

There are two types of digital filters including Infinite Impulse Response (IIR) and Finite Impulse Response (FIR). IIR filters attract more attention as they can decrease the filter order significantly compared to FIR filters. Owing to multi-modal error surface, simple powerful optimization techniques should be utilized in designing IIR digital filters to avoid local minimum. Imperialist compe...

متن کامل

Design of IIR Digital Highpass Butterworth Filter

Infinite Impulse Response (IIR) filter is of recursive type filter. The present output sample of an IIR filter depends on the present input samples, past input samples and past output samples. There are a number of techniques available to determine the digital IIR Filters. This paper is based on the computer based approach to design the digital IIR filter along with the calculation of filter co...

متن کامل

A GUI for IIR Digital Filter Design using Analog to Digital Mapping

This Paper describes a simple computer-aided design approach for designing Infinite impulse response (IIR) digital filters. IIR filter is essentially a digital filter which depends not only upon the Input data but also upon one or more previous output values. A variety of techniques are available for the designing of IIR Filters. This Paper is based only upon Analog to digital mapping technique...

متن کامل

Low latency IIR digital filter design by using metaheuristic optimization algorithms

Filters are particularly important class of LTI systems. Digital filters have great impact on modern signal processing due to their programmability, reusability, and capacity to reduce noise to a satisfactory level. From the past few decades, IIR digital filter design is an important research field. Design of an IIR digital filter with desired specifications leads to a no convex optimization pr...

متن کامل

An approach to Digital Low-Pass IIR Filter Design

The paper describes the design process of discrete network – digital low-pass filter with Infinite Impulse Response (IIR filter). Based on given parameters that network should meet, and with the use of HDL hardware description language and MATLAB software package, hardware implementation of the filter transfer function was designed. Simulations confirmed the validity of the implementation desig...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012