基于LMS算法的同相和正交信道信号处理纠错技术

A. Mandal, B. Kaushik, B. Kumar, K. Tyagi, R. P. Agarwal
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引用次数: 0

摘要

每个使用同相信道和正交信道信号处理技术的通信接收机都会遇到两个信道中增益和相位匹配的问题。增益和相位不平衡发生在两个通道中使用的低通滤波器和本振之间,因此接收器的性能和接收信号的质量都降低了。产生的不平衡可能导致图像频段衰减不足,从而导致干扰。这个问题需要得到补偿。本文提出了一种基于坐标旋转数字计算机(CORDIC)算法的自适应FIR滤波器的设计与实现,并采用最小均方(LMS)算法给出了一种校正I/Q不平衡的解决方案。矢量旋转模式下的CORDIC设计由于采用了流水线结构,减少了每个流水线阶段的延迟,从而获得了较高的系统吞吐量,并在实时信号处理中得到了合适的应用。基于LMS算法的自适应滤波器的CORDIC良好的收敛性使得新的滤波器权值的计算变得容易。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LMS algorithm based error correction technique in in-phase and quadrature channel signal processing
Every communication receiver that uses in-phase and quadrature channel signal processing technique encounters problems related to matching of gain and phase in both the channels. The gain and phase imbalances occur between Low Pass Filter and Local Oscillator used in both the channels and as a result the performance of the receivers and the quality of the received signals are degraded. The imbalances produced may cause insufficient attenuation in image frequency band leading to interference. The problem needs to be compensated. This paper represents the design and implementation of Coordinate Rotation Digital Computer (CORDIC) algorithm based Adaptive FIR filter using Least Mean Square (LMS) algorithm to give a solution for correcting I/Q imbalances. The design of CORDIC in the vector rotation mode results in high system throughput due to its pipelined architecture where latency is reduced in each of the pipelined stage and finds its appropriate application in real time signal processing. The good convergence of CORDIC in the given LMS algorithm based adaptive filter facilitates in easy calculation of new filter weights.
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