Regret Analysis with Almost Sure Convergence for OBF-ARX Filter

Jiayun Li, Yiwen Lu, Yilin Mo

This paper considers the output prediction problem for an unknown Linear Time-Invariant (LTI) system. In particular, we focus our attention on the OBF-ARX filter, whose transfer fu…