Tag: msca

Curriculum Learning for mmWave Beam Selection

Curriculum Learning for mmWave Beam Selection

Curriculum Learning Curriculum Learning [1] is a biologically inspired procedure to train machine learning models. While it is usual practice to train Neural Networks (NNs) using batches of data sampled uniformly in random from the training dataset, curriculum learning mimics the way humans learn, starting from simpler training samples that unveil general and raw concepts,…

What is Open-RAN and How ML Plays a Big Role in its Development?

In this post we will be talking about the following topics: What is Open RAN? Open RAN and 5G. Current challenges and its limitations. The importance of AI/ML for Open-RAN. Open RAN vs Legacy network architecture To start talking about open-RAN we can first have a look of how a traditional network architecture is designed:…

My Ph.D. in Finland

My Ph.D. in Finland

My name is Parham and I want to share my journey in ITN WindMill project with you. I was born in Shiraz, a southwest city in Iran. I got my bachelor’s degree from Shiraz University in communications engineering. During this time we had some alumni occasionally visiting the university, and they shared their stories with…

How I became an Early Stage Researcher

My name is Cristian and I am one of the 15 ESRs of the ITN WindMill Project. I get asked a lot what my job is and how I got it, so I will try to explain it in this article. When I was a B.Sc. student, I was lost in the face of so…