Master Thesis: Antenna System and Technology
Core
Develop an optimized excitation-vector model using machine learning to improve beam patterns and system performance in practical antenna arrays.
Role type
Master's thesis researcher (antenna systems & machine learning)
Builds
Excitation-vector models for antenna arrays
Domain
Telecommunications / Antenna Engineering / Machine Learning
Deliverable
research
Required skills
electromagnetic field theory, Python programming, MATLAB, machine learning methods, antenna theory, optimization methods
Responsibilities
Analyze interaction between beam weights and antenna system performance; Examine correlation between cost functions and excitation vectors; Develop an optimized excitation-vector model; Assess model effectiveness using quality metrics; Validate model through measurement data
