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EEE 440

Advanced Mathematics for Signals, Systems, Control and Communications

EEE 440 gives you the functional-analysis machinery that quietly underlies everything you've been doing intuitively in signals, control, and communications — treating signals as vectors in Hilbert spaces, projections as estimators, and system design as optimization over function spaces. You'll work through weekly problem sets out of Luenberger, sit a midterm and final, and build a project that applies these tools to a real signal-processing or control problem. It's the bridge between undergraduate EE math and graduate-level work in estimation, detection, and optimal control, and it's where ideas like least-squares, duality, and the delta function finally stop being recipes and start being theorems.

Credit3ECTS5FacultyFaculty of EngineeringBölümElectrical and Electronics EngineeringPreEEE 342 and MATH 255

Değerlendirme 100% — 4 adım

35%
35%
10%
20%
Midterm:Essay/written MT 35%
Final:Essay/written Final 35%
Project Project 10%
Homework HW 20%

Önerilen kaynaklar 1 kitap

📕
Zorunlu
Optimization by Vector Space Methods
David G. Luenberger
1969 · Wiley Professional Paperback Series

Haftalık müfredat 14 hafta

Hafta 1
Introduction & Preliminary
Hafta 2
Linear Vector Spaces
Hafta 3
Normed Linear Spaces
Hafta 4
Hilbert Spaces
Hafta 5
Approximation
Hafta 6
Least Squares Estimation
Hafta 7
Dual Spaces - Linear Functionals
Hafta 8
Hahn-Banach Theorem
Hafta 9
Linear Operators and Adjoints
Hafta 10
Optimization of Functionals - Local Theory
Hafta 11
Optimization of Functionals - Global Theory
Hafta 12
Constrained Optimization
Hafta 13
Distributions and Fourier Transforms*
Hafta 14
Project Presentations

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Muhammed Ömer Sayın, Serdar Yüksel