3 accepted papers
This paper investigates a BER-aware goal-oriented system design, for digital wireless communications, enabling edge-assisted learning applications. Targeting image classification tasks, we exploit banks of encoders at the transmitter, and classifiers at the edge-server that, trained under different…
We study decentralized estimation of time-varying signals at a fusion center (FC), when energy harvesting sensors transmit sampled data over rate-constrained links. We propose a dynamic strategy based on stochastic optimization for selecting radio parameters, sampling set, and harvested energy at ea…
We study centralized interpolation of bandlimited graph signals at a fusion center (FC), when sampled data are transmitted over rate-constrained links. In such a scenario, the performance of the reconstruction task is inevitably affected by several sources of errors such as observation noise and qua…