Many tools from the field of graph signal processing exploit knowledge of the underlying graph's structure (e.g., as encoded in the Laplacian matrix) to process signals on the graph. Therefore, in the ...

The back-end module of Simultaneous Localization and Mapping (SLAM) involves solving a nonlinear Pose Graph Optimization (PGO) problem. Typically, back-end optimization algorithms for SLAM require a ...