林雪平大学

PhD Student in Communication-Efficient Decentralized Machine Learning

项目介绍

We have the power of over 40,000 students and co-workers. Students who provide hope for the future. Co-workers who contribute to Linköping University meeting the challenges of the day. Our fundamental values rest on credibility, trust and security. By having the courage to think freely and innovate, our actions together, large and small, contribute to a better world. We look forward to receiving your application!

We are looking for a PhD student to the Division of Communication Systems at the Department of Electrical Engineering (ISY).

Your work assignments

Much of the traffic in 6G networks, both over the wireless interface and within the core network, will be driven by AI and machine-learning applications.

This research will develop efficient communication strategies to support decentralized machine learning in 6G networks, and design machine-learning algorithms that can handle the network imperfections that remain impractical to resolve at the physical layer. The focus of the research is on fundamental limits, and development of algorithms and methods. Applications can be found in, for example, signal, image and video processing for autonomous vehicles and swarms of drones; massive telemetry; distributed sensing; and augmented and extended reality.

As a PhD student, you devote most of your time to doctoral studies and the research projects of which you are part. Your work may also include teaching or other departmental duties, up to a maximum of 20% of full-time.

Your qualifications

You have graduated at Master’s level in Electrical Engineering, Computer Science, or Applied Mathematics with a minimum of 240 credits, at least 60 of which must be in advanced courses in Electrical Engineering or Applied Mathematics. Alternatively, you have gained essentially corresponding knowledge in another way. The requirement for a degree must be met no later than the time the employment decision is finalized, which occurs when the employment contract is signed.

Applicants must have excellent mathematical maturity and programming skills, and very good English skills, orally and in writing.

Your workplace

The Division for Communication Systems carries out research, undergraduate and postgraduate education. Welcome to read more about us at: https://liu.se/en/organisation/liu/isy/ks.

For more information about working at ISY, please visit: https://liu.se/en/article/open-positions-at-isy.

The employment

When taking up the post, you will be admitted to the program for doctoral studies. More information about the doctoral studies at each faculty is available at Doctoral studies at Linköping University

The employment has a duration of four years’ full-time equivalent. You will initially be employed for a period of one year. The employment will subsequently be renewed for periods of maximum duration two years, depending on your progress through the study plan. The employment may be extended up to a maximum of five years, based on the amount of teaching and departmental duties you have carried out. Further extensions can be granted in special circumstances. 

If you have any questions about being a PhD student at ISY, please reach out to: isyphdcouncil@groups.liu.se.

Starting date by agreement.

Background screening may come to be carried out before any decision on employment is made.

Salary and employment benefits

The salary of PhD students is determined according to a locally negotiated salary progression.

More information about employment benefits at Linköping University is available here.

Union representatives

Information about union representatives, see Help for applicants.

Application procedure

Apply for the position by clicking the “Apply” button below. Your application must reach Linköping University no later than February 9, 2025.

Applications and documents received after the date above will not be considered.

We welcome applicants with different backgrounds, experiences and perspectives – diversity enriches our work and helps us grow. Preserving everybody’s equal value, rights and opportunities is a natural part of who we are. Read more about our work with: Equal opportunities.

We look forward to receiving your application!

Linköping university has framework agreements and wishes to decline direct contacts from staffing- and recruitment companies as well as vendors of job advertisements.

Contact persons

Erik G Larsson

Professor

+46 13 281312

erik.g.larsson@liu.se

Karin Blomdahl

HR Coordinator

karin.blomdahl@liu.se

URL to this page
https://web103.reachmee.com/ext/I011/853/main?site=7&validator=d7a66c13be778ef950c393a904293789&lang=UK&rmpage=job&rmjob=25918&rmlang=UK

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截止日期 2025-02-09
林雪平大学

院校简介

林雪平大学,是瑞典的一所著名的国立综合性大学,以科学工程类专业见长。
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