Part 1: Mathematical Foundations

Chapter 1: Linear Algebra for Communications

Foundational~180 min

Learning Objectives

  • Fluency with complex vector spaces, inner products, and orthogonal projections
  • Ability to compute and interpret the SVD of any matrix
  • Understanding of trace/det inequalities used in capacity expressions
  • Working knowledge of Kronecker products for MIMO channel modeling
  • Confidence with matrix calculus for optimizing beamformers and precoders

Sections

💬 Discussion

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