Iterated Extended Kalman Smoother-based Variable Splitting for $L_1$-Regularized State Estimation

Rui Gao, Filip Tronarp, Simo Särkkä

In this paper, we propose a new framework for solving state estimation problems with an additional sparsity-promoting $L_1$-regularizer term. We first formulate such problems as mi…