5 papers
KAN-AE with Non-Linearity Score and Symbolic Regression for Energy-Efficient Channel Coding
Anthony Joseph Perre, Parker Huggins, Alphan Sahin
In this paper, we investigate Kolmogorov-Arnold network-based autoencoders (KAN-AEs) with symbolic regression (SR) for energy-efficient channel coding. By using SR, we convert KAN-…
Learning Zero Constellations for Binary MOCZ in Fading Channels
Anthony Joseph Perre, Parker Huggins, Alphan Sahin
In this work, we propose two methods to design zero constellations for binary modulation on conjugate-reciprocal zeros (BMOCZ). In the first approach, we treat constellation design…
On the Feasibility of Distributed Phase Synchronization for Coherent Signal Superposition
Alphan Sahin
In this study, we analyze the feasibility of distributed phase synchronization for coherent signal superposition, a fundamental enabler for paradigms such as coherent over-the-air…
A Smooshed BMOCZ Zero Constellation for CFO Estimation Without Channel Coding
Anthony Joseph Perre, Parker Huggins, Alphan Sahin
In this study, we propose a new binary modulation on conjugate-reciprocal zeros (BMOCZ) zero constellation, which we call smooshed binary modulation on conjugate-reciprocal zeros (…
Fourier-Domain CFO Estimation Using Jutted Binary Modulation on Conjugate-Reciprocal Zeros
Parker Huggins, Anthony Joseph Perre, Alphan Sahin
In this work, we propose jutted binary modulation on conjugate-reciprocal zeros (J-BMOCZ) for non-coherent communication under a carrier frequency offset (CFO). By introducing asym…