EC-802 (A) RGPV B.Tech
AI & Signal Processing (ASP)
Previous year papers and the official syllabus are free to read, no account needed.
Previous Year Papers
2 papers, latest Jun 2025
Syllabus, notes and important questions for EC-802 (A)
Syllabus units
Topics as the official RGPV syllabus lists them.
Unit 1 Introduction of AI 8 topics
- What is AI?
- Foundations of AI
- History of AI
- Agents and environments
- The nature of the environment
- Problem‑solving agents
- Problem formulation
- Search strategies
Unit 2 Knowledge and Reasoning 9 topics
- Knowledge‑based agents
- Knowledge representation
- Reasoning and logic
- Propositional logic
- First‑order logic
- Using first‑order logic
- Inference in first‑order logic
- Forward chaining
- Backward chaining
Unit 3 Learning 7 topics
- Learning from observations
- Forms of learning
- Inductive learning
- Learning decision trees
- Why learning works
- Learning in neural networks
- Learning in belief networks
Unit 4 Orthogonal transforms 12 topics
- Discrete Fourier Transform (DFT)
- Discrete Cosine Transform (DCT)
- Haar transform
- Properties of DFT
- Fast Fourier Transform (FFT) structures
- Decimation‑in‑time
- Decimation‑in‑frequency
- Linear convolution using DFT
- Basic FIR filter structures
- Basic IIR filter structures
- FIR/IIR cascaded lattice structures
- Parallel all‑pass realization of IIR transfer functions
Unit 5 Multirate signal processing 9 topics
- Basic structures for sampling‑rate conversion
- Decimators and interpolators
- Multistage design of interpolators and decimators
- Polyphase decomposition and FIR structures
- Computationally efficient sampling‑rate converters
- Lagrange interpolation
- Spline interpolation
- Quadrature mirror filter banks
- Applications in subband coding