Jinzhi Wang

Partial Excitation in Parameter Learning

2025 · arXiv (Cornell University)

This paper investigates parameter learning problems under Partial Persistent Excitation (PPE). The PPE condition is a rank-deficient, and therefore, a more general evolution of the well-known Persistent Excitation (PE) condition. Under the PPE condition, a …