一种有效的FIR脉冲整形滤波器系数最小化算法

A. Chandra, S. Chattopadhyay, S. Sanyal
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引用次数: 6

摘要

有限持续脉冲响应(FIR)滤波器以其相位响应线性、稳定性可靠等优点在通信和数字信号处理领域得到了广泛的应用。在现代数字或移动通信系统中,发射脉冲整形滤波器更常用FIR滤波器来实现。然而,与无限持续时间脉冲响应(IIR)滤波器相比,这种滤波器需要相当多的滤波器系数,因此导致更大的计算复杂性。本文提出了一种有效的算法,在不影响标准凸余弦(RC)脉冲整形滤波器性能的前提下,最小化不同长度的标准凸余弦(RC)脉冲整形滤波器的系数个数。从脉冲响应和幅值响应两方面研究了所设计滤波器的性能。并将所设计的FIR滤波器作为脉冲整形滤波器应用于正交相移键控(QPSK)调制系统中,并从系统误码率(BER)的角度对其性能进行了研究。仿真结果表明,新提出的滤波器在性能没有明显下降的情况下,显著减少了抽头系数的数量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An efficient algorithm to minimize the number of coefficients of an FIR pulse-shaping filter
Finite duration Impulse Response (FIR) filter has found its widespread applications in the field of communication as well as digital signal processing because of its attractive features, such as, linear phase response, assured stability etc. In modern digital or mobile communication system, transmitting pulse-shaping filters are more commonly realized by FIR filter. However, such a filter requires quite a large number of filter coefficients as compared to an Infinite duration Impulse Response (IIR) filter and hence leads to greater computational complexity. In this paper, an efficient algorithm has been proposed for the minimization of the number of coefficients of standard Raised Cosine (RC) pulse-shaping filter of different lengths, without affecting its performance to a great extent. The performance of the designed filter has been studied in terms of its impulse response as well as magnitude response. The designed FIR filter has also been used as a pulse-shaping filter in a Quadrature Phase Shift Keying (QPSK) modulated system and its performance has been studied in terms of the system Bit Error Rate (BER) value. From the simulation results it has been established that the newly proposed filter provides a significant reduction in the number of tap coefficients without much degradation in its performance.
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