Master Thesis: Understanding Power Consumption Through Frequency-Time Grid Visualization

Technology, Data & Digital · Software & Web Development · Software Engineering · Data Science

In short

This Master Thesis at Ericsson in Lund, Sweden, focuses on understanding and visualizing power consumption in 4G and 5G mobile networks to improve energy efficiency and sustainability. You will explore radio resource allocation, power-saving features, and develop intuitive visualizations to analyze and communicate complex network behavior.

Responsibilities

Investigate the frequency-time domain in 4G and 5G systems.
Study how scheduling decisions and resource allocations affect power consumption.
Make Energy Performance features more understandable and actionable through visualization and analysis.
Develop visualization concepts that make complex Energy Performance features easier to understand and demonstrate.
Identify opportunities to improve existing frequency-time power features.
Explore how visualizations can support future feature development and sustainability initiatives.

Requirements

Knowledge in Computer Science, Electrical Engineering, Telecommunications, Physics, or a related field.
Experience in at least one programming language.
Interest in data analysis, visualization, and problem solving.
Curiosity about wireless communication systems and sustainable technology.
Eagerness to learn how modern mobile networks can reduce energy consumption while maintaining performance.

Desired Qualifications

Bonus: knowledge of 4G/5G systems, signal processing, data visualization, or machine learning.
Bonus: experience in machine learning.

Benefits

Develop intuitive visualizations.
Transform complex and abstract concepts into something that can be analyzed, explained, and demonstrated.
Results can support the development of more energy-efficient networks.
Contribute to reducing the environmental footprint of mobile communications.
Freedom to define areas of exploration within the project.

Skills

Computer ScienceElectrical EngineeringTelecommunicationsPhysicsdata analysisvisualizationproblem solvingwireless communication systemssustainable technology4G5Gsignal processingmachine learning

#Master Thesis#Energy Efficiency#Power Consumption#Mobile Networks#4G#5G#Visualization#Resource Allocation#Sustainability

About Ericsson

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