Master Thesis: Understanding quality aspects of cloud gaming and remote controlled vehicles

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About the opportunity
Real-time video services, such as cloud gaming and remote driving, are becoming increasingly popular. Ensuring high video quality is essential for delivering a positive user experience. Video quality in interactive services depends on factors such as resolution, frame rate, latency, and compression artefacts. Network variability can significantly affect the quality of experience, and traditional video quality metrics may not fully capture these challenges. This thesis aims to investigate and develop innovative methods for evaluating and measuring video quality in highly interactive services. It will also explore new methods for measuring and modelling the Quality of Experience.

What you will do

The thesis will build on an existing testing platform for remote-rendered cloud gaming and remotely controlled vehicles. During the project, you will:

• Investigate state-of-the-art AI-based video understanding models and remote-control systems.
• Implement novel video analysis tools and quality metrics.
• Identify which video metrics are most important for the success of cloud gaming and remote-driving services.
• Conduct subjective user tests to validate the proposed methods and findings.
• Analyse the results and draw conclusions about video quality and user experience.

The skills you bring

We are looking for candidates who:

• Enjoy working closely with colleagues and collaborating towards common goals.
• Have strong analytical skills and an interest in developing innovative solutions.
• Have a sound understanding of research methodology and good research practices.
• Have knowledge of computer vision, video streaming, or media coding.
• Are interested in algorithm development, experimentation, and testing.
• Have strong programming skills, preferably in Python.
• Have excellent mathematical skills.
• Are pursuing an MSc in Computer Science, Electrical Engineering, Engineering Physics, or a related field.

When applying, please include a record of your completed courses together with your grades.

Why join Ericsson?At Ericsson, you'll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what's possible. To build solutions never seen before to some of the world's toughest problems. You'll be challenged, but you won't be alone. You'll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.

What happens once you apply? Click Here to find all you need to know about what our typical hiring process looks like.Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team. Ericsson is proud to be an Equal Opportunity Employer. learn more.

Primary country and city: Sweden (SE) || Luleå

Req ID: 791564