Program

The Master degree is structured in three tracks. Two tracks correspond to classical topics representing most of national and international technological activities where our department is leader in Spain. The third track deals with new challenges in signal processing and machine learning for big data. This track is intended to response to current needs highly demanded by different sectors and technological companies.

Fundamentals
Signal Processing
Technologies
Systems
Machine Learning
Applications and Practice
RF TECHNOLOGIES AND SYSTEMS
SEMESTER 1
Optimization Fundamentals (3C)
Radiofrequency optimization techniques (3C)
RF technologies (6C)
Advanced topics on Antenna Technologies (6C)
Mobile Communications 4G and beyond (3C)
Design of Comm. Systems and equipment (6C)
SEMESTER 2
Computational Electromagnetics (6C)
Secure RF Communications (3C)
From Array processing to MIMO Comms (6C)
Laboratory Course on RF Measurements (6C)
Masters' Thesis (12C)
RADIOCOMMUNICATIONS AND MULTIMEDIA
SEMESTER 1
Optimization Fundamentals (3C)
Communications and Multimedia Optimization techniques (3C)
Statistical Signal Processing (3C)
Information Theory (3C)
Multimedia Representation and Coding (3C)
Design of Comm. Systems and equipment (6C)
Mixed Reality and Immersive Environments (3C)
Mobile Communications 4G and beyond (3C)
SEMESTER 2
Multimedia Signal Processing (4.5C)
Multimedia Content Distribution (4.5C)
From Array processing to MIMO Comms (6C)
Media Asset Management and Production (3C)
Secure RF Communications (3C)
Masters' Thesis (12C)
SIGNAL PROCESSING AND MACHINE LEARNING FOR BIG DATA
SEMESTER 1
Statistical Modelling (3C)
Time Series Analysis (4.5C)
Optimization Fundamentals (3C)
Optimization techniques for big data analysis (3C)
Predictive and Descriptive Learning (6C)
Machine Learning Lab (4.5C)
Data Science Foundations and Applications (2C)
SEMESTER 2
Signal Processing for Big Data (4C)
Big Data for Image and Video Signals (4C)
Bio-inspired learning (3C)
Reinforcement learning (3C)
Application Projects (4C)
Large-scale Media Analytics (4C)
Masters' Thesis (12C)

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