Title :
Research on a statistical and adaptive
Author :
Chen, Yong ; Zhang, Bingyi ; Lin, Jingfu
Author_Institution :
Fac. of Inf. Sci. & Eng., Shenyang Ligong Univ., Shenyang
Abstract :
The paper researches on a statistical and adaptive increment control method based on control-cell. The method achieves perfect real-time control effect. The statistical control tactics and its optimum condition are established. The method for obtaining statistical figure of quantization control is given. The relationship between regulated increment and control parameters is found, with the parameters including average deviation statistics, statistical trend, statistics overshoot, and end deviation. The design of statistical and and adaptive memory incremental controller is carried out. The control method is easy to realize on micro-processor, which is fast, high-efficient, and accurate for control of analog signals.
Keywords :
adaptive control; learning (artificial intelligence); microcontrollers; optimisation; quantisation (signal); statistical analysis; adaptive memory increment control design; analog signal; micro processor; optimum condition; quantization control; real-time control effect; statistical control tactic; Adaptive control; Arithmetic; Automatic control; Control systems; Fuzzy control; Neural networks; Programmable control; Quantization; Real time systems; Statistics; adaptive memory incremental controller; average deviation statistics; control-cell; quantization control;
Conference_Titel :
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-2502-0
Electronic_ISBN :
978-1-4244-2503-7
DOI :
10.1109/ICAL.2008.4636475