MA3355 – RANDOM PROCESSES AND LINEAR ALGEBRA
🔥 APRIL / MAY 2026 EXAMINATION 🔥
| Subject Code | MA3355 |
|---|---|
| Subject Name | Random Processes and Linear Algebra |
| Regulation | Anna University (Regulation 2021) |
| Exam Session | April / May 2026 |
| Document Format | High-Quality Searchable PDF |
Advertisement
Preparing secure high-speed link... Please wait 15s
✅ Click to Download MA3355 PDF
📄 MA3355 – RANDOM PROCESSES AND LINEAR ALGEBRA QUESTION PAPER PREVIEW
Advertisement
🎥 Video Solution & Question Paper Discussion
Key Topics & Exam Preparation Guide
The Regulation 2021 syllabus for MA3355 Random Processes and Linear Algebra provides foundational mathematical tools for communication engineering, signal processing, and data sciences. Prioritize the following syllabus units:
- Probability and Random Variables: Axioms of probability, conditional probability, Baye's theorem, discrete and continuous random variables, moment generating functions, functions of a random variable, and two-dimensional random variables (joint distributions, covariance, correlation).
- Random Processes: Classification of random processes, Wide-Sense Stationary (WSS) and Strict-Sense Stationary (SSS) processes, ergodic processes, auto-correlation function, cross-correlation function, and power spectral density (Wiener-Khinchin theorem).
- Special Random Processes: Poisson process (properties, inter-arrival time), Markov processes, discrete-time Markov chains, transition probability matrix (TPM), Chapman-Kolmogorov equations, and steady-state probabilities.
- Vector Spaces: Vector spaces and subspaces, linear combinations, span, linear independence and dependence, basis, dimension, and coordinate representation.
- Linear Transformations and Inner Product Spaces: Linear mapping, rank-nullity theorem, matrix representation of linear transformations, inner products, Cauchy-Schwarz inequality, Gram-Schmidt orthogonalization process, and orthonormal bases.
No comments:
Post a Comment