OTHER
Nonlinear Kalman Filter Model for Balancing Optimization Gyro Robot
Jakkrit Onshaunjit, Jakkree Srinonchat
- 发表年份
- 2018
- 引用次数
- 2
摘要
The gyro robot is basically required to control two important factors: balance control and speed control with complex structure of optimal angle positions. According to this condition, a nonlinear kalman filter model for balancing optimization is proposed. The nonlinear prediction and nonlinear correction of nonlinear kalman filter model are calculated and added to the control system. The experimental results show that this model can provide the pitch angle between -25 degrees and 25 degrees. The steady-state error is less than 2%. This designed controller guarantees a good control quality.
关键词
Control theory (sociology)Kalman filterNonlinear systemExtended Kalman filterInvariant extended Kalman filterController (irrigation)Computer scienceNonlinear filterRobotFilter (signal processing)
相关论文
OTHER
📊 26,957 引用
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 引用
Artificial intelligence: a modern approach
1995
OTHER
开放获取📊 20,501 引用
Fractional Differential Equations
Igor Podlubný
2025
OTHER
📊 18,993 引用
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991