Identification and low-complexity regime-switching insulin control of type I diabetic patients

摘要: This paper studies benefits of using simplified re-gime-switching adaptive control strategies in improving performance insulin for Type I diabetic patients. Typical dynamic models glucose levels patients are nonlinear. Using a linear time invariant controller based on an operating condition is common method to simplify design. On the other hand, can potentially improve system performance, but it increases complexity and may create further stability issues. investigates patient presents switching scheme PID controllers. By comparing different schemes, shows that switched controllers frequent unnecessary. These findings lead strategy utilizes only small number this scheduled adaptation strategy.