IEEE Transactions on Automatic Control, Vol.65, No.12, 5376-5383, 2020
Reduced-Order H-infinity Filter Design for Delta Operator Systems Over Multiple Frequency Intervals
In this article, a reduced-order H-infinity filter is designed for a delta operator system over multiple frequency intervals. By nonsmooth optimization techniques, subdifferential analysis is generalized in delta domain for minimizing the maximum value of the H-infinity performance over the multiple frequency intervals. Based on the subdifferential analysis, an efficient descent algorithm is developed to obtain the reduced-order H-infinity filter. Compared with some existing algorithms, the proposed descent algorithm not only reduces computational complexities but also improves the H-infinity performance. Numerical examples are presented to demonstrate effectiveness of the proposed descent algorithm.
Keywords:Delta operator system;H-infinity filter;multiple frequency interval;nonsmooth optimization;reduced-order filter