Identifying Linear Parameter- Varying State Space Models: Estimating System Dynamics and Scheduling Variables From State Sequences and Input-Output Measurements

Linear Parameter-Varying (LPV) systems can be used as a bridge to extend the well studied model based control methods of Linear Time-Invariant systems to certain nonlinear systems. Despite significant attention in literature over the last two decades, finding an efficient global state space identification algorithm remains an open problem....