Master Thesis Carrier Selection And Resource Allocation In 6g Luleå Norrbotten Sweden

Job description

## Join our Team #### About the opportunity Carrier Aggregation (CA) enables user devices to use multiple radio carriers simultaneously, improving network efficiency and the user experience. However, these carriers may differ in bandwidth, propagation conditions, coverage, and network load. Different services also have different connectivity requirements. Cloud gaming, video conferencing, and other real-time applications depend on low latency, while other services are primarily focused on high throughput. Supporting these services efficiently requires intelligent and dynamic allocation of radio resources. Current CA solutions often rely on relatively static carrier-assignment strategies and have limited awareness of application requirements. However, the optimal carrier configuration can change over time as radio conditions, traffic load, and service requirements vary. This Master’s thesis will investigate how traffic and radio resources can be dynamically distributed across multiple carriers to improve service quality and make more efficient use of network resources. The work will build on an existing proprietary solution and focus on a mix of services, including cloud gaming, real-time communications, and best-effort mobile broadband traffic. The direction of the thesis can be influenced by your interests, for example in algorithm design, service-aware resource allocation, optimization, or performance evaluation. #### What you will do You will investigate and develop methods for carrier selection and resource allocation in carrier-aggregated mobile networks. Your work will include: * Studying how different traffic types should be assigned to individual carriers or combinations of carriers. * Investigating whether latency-sensitive and throughput-oriented traffic should share the same carriers. * Developing methods for redistributing traffic when channel quality or network load changes. * Comparing dynamic carrier selection with more static carrier-allocation strategies. * Evaluating the impact of different approaches on service quality, latency, throughput, and radio-resource utilization. * Developing and implementing algorithms in Ericsson’s radio network simulation environment. * Conducting simulation studies in realistic network scenarios. * Analyzing and visualizing the results using MATLAB or Python. * Summarizing your findings and presenting practical conclusions in a Master’s thesis. The work is expected to involve algorithm development and implementation in Java, together with simulation, performance analysis, and visualization. #### #### The skills you bring We are looking for a motivated MSc student with: * An academic background in engineering physics, electrical engineering, computer science, or a related field. * Knowledge of radio resource management and mobile communication systems. * Proficiency in programming and algorithm development using Java or Python. * Experience with MATLAB is beneficial. * Knowledge of optimization and machine learning techniques. * The ability to conduct systematic research and develop innovative solutions. * The ability to work independently while collaborating effectively with a team. * Excellent written and spoken English. Please attach a transcript of records to your application, showing your completed courses and 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: 791172