JNTU
JNTU B.Tech IV Year DIGITAL SIGNAL PROCESSING Previous Question Paper (July/August - 2022 - R18)
Answer any five questions. All questions carry equal marks.
Main
Define stability and causality. State the conditions for discrete systems for stable and causal.
Answer
A system is stable if every bounded input produces a bounded output (BIBO stability). A system is causal if the output at any time instant depends only on the present and past inputs, and not on future inputs.
The conditions for a discrete-time Linear Time-Invariant (LTI) system are:
- Stability: The impulse response h(n) must be absolutely summable, expressed as: Σ |h(n)| < ∞ for all n from -∞ to +∞
- Causality: The impulse response h(n) must be zero for all negative time indices: h(n) = 0 for n < 0
Determine the response of the system with impulse response
Answer
The response y(n) of an LTI system is the convolution of the input x(n) and the impulse response h(n) = anu(n). The convolution sum is defined as:
Since h(n-k) is non-zero only when n-k ≥ 0 (i.e., k ≤ n), the summation limits change to:
If the input x(n) = u(n) (unit step), the response becomes:
Using the geometric series formula Σ rk = (1 - rn+1)/(1 - r), where r = a-1:
For linear constant coefficient difference equation calculate the frequency response
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Derive the expressions for up sampling and down sampling.
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Derive the relation between DFS and DTFT.
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Compute the circular convolution of the sequences
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Compute the eight point DFT of the sequence
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Compare overlap add and overlap save method.
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Using the design formulas find the order and system function
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Explain the Bilinear transformation method for designing IIR filter using design formulas.
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List the frequency transformations relations for analog filters from low pass filter to high pass, band pass and band stop filter.
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Compare the characteristics of IIR and FIR filters.
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Design an FIR linear phase digital filter with order 7, approximating the ideal frequency response
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Realize the system defined by the difference equation given by
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Compute convolution of two signals {1, 2, 3, 4} and {4, 3, 2, 1} using Z-transform.
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