The Thank you note from my PhD Dissertation
Published:
I would like to begin with acknowledging some very special people who are the integral parts of my journey this far. Here it goes.
Blog posts
2020
Learning on a Grassmann Manifold
Published:
In our latest paper, we have shown that the classical problem of beamforming codebook design in limited feedback MIMO systems is equivalent to finding K centroids of the projections of the channel realizations on a Grassmann manifold, which can be solved using an unsupervised learning technique, such as K-means clustering.
Integrated access and backhaul (IAB) in 5G
Published:
In our latest paper, we have provided a comprehensive analysis of IAB (as well as orthogonal access and backhaul, OAB) in mm-wave 5G networks. Our results concretely demonstrate that the gains from densification of small cells in an IAB setting quickly saturate because of the bottleneck on the rate of wireless backhaul links. In addition, load balancing does not provide significant gains in this setting since the anchor macro cells will ultimately have to serve all the users in their coverage either through access links or via backhaul links to small cells regardless of how many of them were offloaded to small cells.