Title :
Boundary implications for frequency response of interval FIR and IIR filters
Author :
Bose, N.K. ; Kim, K.D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Pennsylvania State Univ., University Park, PA, USA
fDate :
10/1/1991 12:00:00 AM
Abstract :
It is shown that vertex implication results in parameter space apply to interval trigonometric polynomials. Subsequently, it is shown that the frequency responses of both interval FIR and IIR filters are bounded by the frequency responses of certain extreme filters. The results apply directly in the evaluation of properties of designed filters, especially because it is more realistic to bound the filter coefficients from above and below instead of determining those with infinite precision because of finite arithmetic effects. Illustrative examples are provided to show how the extreme filters might be easily derived in any specific interval FIR or IIR filter design problem
Keywords :
digital filters; filtering and prediction theory; frequency response; FIR filters; IIR filters; boundary implications; digital filters; extreme filters; frequency response; interval trigonometric polynomials; parameter space; vertex implication results; Arithmetic; Array signal processing; Finite impulse response filter; Frequency response; IIR filters; Polynomials; Quantization; Robust stability; Sampling methods; Sensor arrays;
Journal_Title :
Signal Processing, IEEE Transactions on