Nokia Bell Labs - PhD Student 5G RAN Protocols
Desired (One of more of the following skills ):
· Good knowledge in the state-of-the-art of one or more of the following subjects: 3GPP radio access networks (with focus on L1-L3 protocol stacks), E2E network architectures, TCP/IP networking protocols, cloud-RAN, network function virtualization, data analytics
· Previous experience in dynamic, time-driven, system-level simulations
· Practical experience with machine learning techniques and related tools
· Experience of ML/AI/DL working in a successful project with referred deliverables
· RF Propagation and hands-on experience with ray tracing tools (e.g. WinProp, Wireless Insight)
· Geographic Information Systems (GIS) and associated software (e.g. QGIS, ArcGIS, etc)
· C++ profiling tools (Valgrind, GProf, etc…)
· LFS or Grid Engine as a Linux farm job scheduling environment
Areas of expertise (seen as an advantage)
· Mobility Management and Beamforming
· Proven software development and optimization skills with parallelization project experience:
o ideally experience in Open MP and CUDA/GPU
o C++ software architecture development/transformation in terms of balancing / optimizing the SW executed in GPU vs. CPU
o QT
o MATLAB Cuda experience
o Advanced skills in Linux development: GUI (e.g. Eclipse) and debugging
· Hands-on experience with CAD software tools (e.g. Solidworks, AutoCAD, SketchUp)
· Automation engineering and industrial networks