Search Results for author: Dylan Wheeler

Found 5 papers, 0 papers with code

Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces

no code implementations29 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.

Semantic Similarity Semantic Textual Similarity

Knowledge-Driven Semantic Communication Enabled by the Geometry of Meaning

no code implementations5 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.

Semantic Communication with Conceptual Spaces

no code implementations4 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.

Engineering Semantic Communication: A Survey

no code implementations12 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.

Knowledge Graphs

Asynchronous Multiuser Detection for SCMA with Unknown Delays: A Compressed Sensing Approach

no code implementations12 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.

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