ELEC3400 Signal Processing 2020
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ELEC3400 Signal Processing
2020
1. (a) (10 marks) A causal system produces the output sequences
1, n = 0
0, otℎeTwise
when the following input sequence is applied:
−0.6, n = 2
0, otℎeTwise
Using z-transform, determine its transfer function and comment on the stability of the system.
(b) (15 marks) A Butterworth analog bandpass filter is to be designed with
the following specifications: passband edges at 10 Hz and 20 kHz, stopband edges at 5 Hz and 25 kHz, peak passband ripple of 0.3 dB and minimum stopband attenuation of 40 dB. Determine the bandedges and the order of the prototype analog lowpass filter. What is the order of the bandpass filter?
2. (a) (13 marks) Using impulse invariance method with a sampling rate of
100 Hz, convert the analog filter with system function Ha (s) =
into an IIR filter.
(b) (12 marks) An analog filter with resonant frequency Ωr = 4 rad/s has
system function
Ha (s) =
A digital IIR filter with a resonant frequency of ωr = π/2 is to be designed by applying bilinear transformation to the above analog filter. Determine the sampling interval using frequency pre-warping and derive the transfer function of the desired IIR filter.
3. (a) (20 marks) A digital lowpass filter is to be designed to process ECG signals. The required specification is as follows:
• Cutoff frequency: 500 Hz
• Sampling rate: 2 kHz
• Ripple requirements: not specified
Using window-based technique, design a 17-point FIR filter with Blackman window.
(b) (5 marks) Describe briefly the advantages and disadvantages of using
the Blackman window for the design of digital filter compared to the other commonly used windows.
4. (25 marks) Consider the magnitude response of the highpass filter shown in Figure Q4:
|H(ejω)|
-3π/5T 0 3π/5T
Figure Q4
Applying frequency sampling, design a causal 4th order FIR filter sampled at 8 kHz to approximate the given specification.
2022-12-07