no code implementations • 29 Jan 2024 • Dylan Wheeler, Balasubramaniam Natarajan
In this work, we develop a framework for learning a domain of a conceptual space model using only the raw data with high-level property labels.
no code implementations • 5 Jun 2023 • Dylan Wheeler, Balasubramaniam Natarajan
As our world grows increasingly connected and new technologies arise, global demands for data traffic continue to rise exponentially.
no code implementations • 4 Oct 2022 • Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan
Despite the fact that Shannon and Weaver's Mathematical Theory of Communication was published over 70 years ago, all communication systems continue to operate at the first of three levels defined in this theory: the technical level.
no code implementations • 12 Aug 2022 • Dylan Wheeler, Balasubramaniam Natarajan
In this survey, we aim to provide a comprehensive view of the history and current state of semantic communication and the techniques for engineering this higher level of communication.
no code implementations • 12 Aug 2022 • Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan
Despite being the subject of a growing body of research, non-orthogonal multiple access has failed to garner sufficient support to be included in modern standards.