Adaptive IIR Filtering Using Input Balanced Realization

摘要：

A new adaptive infinite impulse response (IIR) filter structure is proposed based on the input balanced realization.It is generated by the four-multiplier lattice tructure. Consequently the controllability Grammian matrix becomes an identity matrix and the algorithm inherently guarantees that the adaptive filter will always remain stable. The simulation result shows that this new adaptive IIR filter rapidly converge to the minimum of the error surface.

关键词： Adaptive IIR filter input balanced realization four-multiplier lattice structure

作者: Zhi Yongfeng Zhang Jun

作者单位: School of Automation, Northwestern Polytechnical University, Xian, Shaanxi, 710072, China

会议类型: 国际会议

会议名称: 2010 International Conference on Measuring Technology and Mechatronics Automation(ICMTMA 2010)(2010年检测技术与机电自动化国际会议)

会议地点: 长沙

会议语种:英文

页码: 420-423

在线出版日期: 2010-03-13（万方平台首次上网日期，不代表论文的发表时间）