Online Signal Estimation on Graph Edges via Line Graph Transformation

The author proposes the Line Graph Least Mean Square (LGLMS) algorithm for online time-varying graph edge signal prediction, leveraging the Line Graph transformation to project edge signals onto nodes. This approach allows for the application of well-established GSP concepts and techniques to process signals on graph edges efficiently.