Beyond-5G and 6G communication will focus on cloud-native and artificial intelligence (AI) centric design of communication networks to obtain ubiquitous connectivity, near-zero latency and an extremely high reliability. The goal is to enable ambitious and challenging use-cases and applications relating to the augmented/virtual reality, holographic communications, digital-twins, metaverses and industry 5.0, to name a few. In terms of Radio access network (RAN) design, OPEN-RAN defined by the O-RAN alliance has emerged as a potential RAN candidate. OPEN-RAN architecture promises interface interoperability between different RAN components, embraces AI/ML extensively in the RAN design, and follows the cloud-native principles to allow an increased RAN disaggregation.
The PhD candidate will work on the broadly-defined topic of interactions of AI/ML techniques and 6G RAN architecture. There are many directions possible such as optimization of AI/ML training/execution in RAN, extending the AI/ML in Open-RAN to sub-frame levels decision making, privacy-preserving AI/ML induction in a highly disaggregated RAN architecture such as Open-RAN, and end-to-end resource allocation (network slicing) design, etc. Based on the interest of the PhD candidate, a specific research direction will be chosen.
As part of the Advanced Networking Lab and the Center for Wireless Technology (CWTe), the project invites candidates with strong analytical skills and willingness to test novel approaches on our 5G Core, Backhaul and Radio Access Network laboratory testbeds. There will be ample opportunities to collaborate with the leading national/international researchers working at the intersection of AI/ML and future telecommunication networks.
A meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:
Eindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands-on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.
Do you recognize yourself in this profile and would you like to know more?
Please contact dr. K.C. Joshi, email k.c.joshi[at]tue.nl or prof.dr. S. Heemstra, email sheemstradegroot[at]tue.nl.
Visit our website for more information about the application process or the conditions of employment. You can also contact HR Services, email HRServices.Flux[at]tue.nl.
Are you inspired and would like to know more about working at TU/e? Please visit our career page and www.tue.nl/en/education/graduate-school/.
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