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Method and architecture for controlling asymmetry of an LMS adaptation algorithm that controls FIR filter coefficients

机译:用于控制FIR滤波器系数的LMS自适应算法的不对称性控制方法和体系结构

摘要

A circuit (48) and method, which can be used in a mass data storage device, controls adaptation asymmetry of coefficients of an FIR filter (20) using an accumulator (52) for accumulating correlation results between unequalized FIR filter input data samples and FIR filter output equalized error samples. A circuit (52) generates coefficient increment and decrement requests from the accumulated correlation results. A circuit (120, 102′, 122) updates the coefficients within a symmetric coefficient pair on the basis of the increment and decrement requests only if a predetermined nonzero coefficient magnitude difference between the coefficient pair would not be exceeded by the update. In one embodiment of the invention, circuit (52) and method are provided for generating coefficients for an FIR filter in a sign-sign LMS algorithm using an accumulator for accumulating in a sub-least significant bit register (54) successive sign values of an error between input data samples to the FIR filter and output error samples from the FIR filter and an increment/decrement circuit (64) to request an increment/decrement of a coefficient value of the FIR filter on the basis of carry-out and borrow-in operations of the sub-least significant bit register (54).
机译:可以在海量数据存储设备中使用的电路( 48 )和方法,使用累加器( B> 48 )控制FIR滤波器( 20 )系数的自适应不对称性B> 52 ),用于累积不均衡FIR滤波器输入数据样本和FIR滤波器输出均衡误差样本之间的相关结果。电路( 52 )根据累积的相关结果生成系数递增和递减请求。电路( 120、102′,122 )仅在不超过系数对之间的预定非零系数幅度差的情况下,才根据递增和递减请求更新对称系数对中的系数通过更新。在本发明的一个实施例中,提供了电路( 52 )和方法,该电路和方法用于使用累加器在符号最低有效位寄存器( 54 )在FIR滤波器的输入数据样本与FIR滤波器和递增/递减电路( 64 )的输出误差样本之间的错误的连续符号值,以请求基于次最低有效位寄存器( 54 )的进位和借入操作,FIR滤波器的系数值的增/减。

著录项

  • 公开/公告号US6618740B1

    专利类型

  • 公开/公告日2003-09-09

    原文格式PDF

  • 申请/专利权人 TEXAS INSTRUMENTS INCORPORATED;

    申请/专利号US19990410510

  • 发明设计人 ROBERT B. STASZEWSKI;

    申请日1999-10-01

  • 分类号G06F171/00;

  • 国家 US

  • 入库时间 2022-08-22 00:04:17

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