Adaptive multi-innovation gradient identification algorithms for a controlled autoregressive autoregressive moving average model

L Xu, H Xu, F Ding - Circuits, Systems, and Signal Processing, 2024 - Springer
The controlled autoregressive autoregressive moving average (CARARMA) models are of
popularity to describe the evolution characteristics of dynamical systems. To overcome the …

Parameter estimation of multivariable Wiener nonlinear systems by the improved particle swarm optimization and coupling identification

T Zong, J Li, G Lu - Information Sciences, 2024 - Elsevier
This paper investigates the parameter estimation of multivariable Wiener nonlinear systems.
To solve the inconsistency problem of the parameter vector and the parameter matrix, the …

Polynomial fuzzy information granule based α-triple I fuzzy reasoning algorithm and its short-term forecasting of time series

F Li, C Wang - Information Sciences, 2025 - Elsevier
Short-term forecasting of time series is an important research topic, which involves data
characteristic capture and intelligent reasoning. For this topic, the Gaussian polynomial …