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We propose the Line Graph Normalized Least Mean Square (LGNLMS) algorithm foronline time-varying graph edge signals prediction. LGNLMS utilizes the LineGraph to transform graph edge signals into the node of its edge-to-vertex dual.This enables edge signals to be processed using established GSP conceptswithout redefining them on graph edges.

Online Signal Estimation on the Graph Edges via Line Graph Transformation