144 citations · 544 across the 25 of their papers we have counts for
3 papers · 1 filter
From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy
Charmin Asirimath, Chathuranga Weeraddana, Sumudu Samarakoon +2
This work explores the advantages of using persistence diagrams (PDs), topological signatures of raw point cloud data, in a point-to-point communication setting. PD is a structural…
Zero-Shot Generalization for Blockage Localization in mmWave Communication
Rafaela Scaciota, Malith Gallage, Sumudu Samarakoon +1
This paper introduces a novel method for predicting blockages in millimeter-wave (mmWave) communication systems towards enabling reliable connectivity. It employs a self-supervised…
Resilient-By-Design: A Resiliency Framework for Future Wireless Networks
Nurul Huda Mahmood, Sumudu Samarakoon, Pawani Porambage +2
Our future society will be increasingly digitalized, hyper-connected and globally data driven. The sixth generation (6G) and beyond 6G wireless networks are expected to bridge the…