Important RGPV Question
EC-802 (A) AI & Signal Processing
VIII Sem, EC
UNIT 1-Introduction Of AI
Q.1) What do you understand by Artificial Intelligence? How Artificial Intelligence, Machine Learning, and Deep Learning differ from each other?
(RGPV May 2023)
Q.2) What are the Examples of AI in real life? Also explain Differentiate between Natural (Human) Intelligence and Artificial Intelligence.
(RGPV May 2023)
UNIT 2-Knowledge And Reasoning
Q.1) How is AI related to Knowledge? Differentiate between Declarative and Procedural knowledge.
(RGPV May 2023)
Q.2) What is Utility theory and its importance in AI? Explain with the help of suitable examples.
(RGPV May 2023)
Q.3) Explain Backward and forward Chaining, with example in logic representation. Also mention advantages and disadvantages of both the algorithms.
(RGPV May 2023)
UNIT 3-Learning
Q.1) What are the different types of Machine Learning? How is Machine Learning related to Artificial Intelligence?
(RGPV May 2023)
Q.2) Explain in detail Markov Model and its applications in Artificial Intelligence.
(RGPV May 2023)
Q.3) What is Bayesian Network or Belief Network? Explain its importance with the help of an example.
(RGPV May 2023)
Q.4) Explain Machine Learning. Illustrate learning model. Mention some factors that affect the learning.
(RGPV May 2023)
Q.5) Compare the Decision tree method with Naive Baye’s Learning.
(RGPV May 2023)
UNIT 4-Orthogonal Transforms
Q.1) Compute the eight-point DFT circular convolution for the following sequences. x2(n) = sin 3πn/8
(RGPV May 2023)
Q.2) State and prove the:
i) Circular convolution property of DFT
ii) DFT of Real and even sequence
(RGPV May 2023)
Q.3) The DFT of a 5-point signal x(n), 0≤n≤4 is
X(k)=[5,6,1,2,9], 0≤k≤4.
A new signal g(n) is defined by
g(n)=W5−2n x(n), 0≤n≤4.
What are the DFT coefficients G(k) of the signal g(n), for 0≤k≤4?
(RGPV May 2023)
UNIT 5-Multirate Signal Processing
Q.1) What do you mean by “Quadrature mirror filter banks”? Also explain How many types of filter banks are there in multi rate signal processing?
(RGPV May 2023)
Extra Questions-
Q.1) Write short notes on: (any two)
a) Spline interpolation
b) Computationally efficient sampling rate converters
c) Parallel all pass realization of IIR transfer functions
d) Basic FIR/IIR filter structures
(RGPV May 2023)
— Best of Luck for Exam —
