Implementation of Digital Unbiased FIR Filters with Polynomial Impulse Responses

被引:7
作者
Castro-Tinttori, Paula [1 ]
Ibarra-Manzano, Oscar [1 ]
Shmaliy, Yuriy S. [1 ]
机构
[1] Univ Guanajuato, Dept Elect, Salamanca 36855, Spain
关键词
Unbiased FIR filter; Transfer function; Unbiasedness condition; Polynomial impulse response; Block-diagram; NOISE; SIGNALS; OPTIMUM; MODELS;
D O I
10.1007/s00034-011-9330-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the design and implementation of digital unbiased finite impulse response (FIR) filters with polynomial impulse response functions. The transfer function, its fundamental properties, and a general block-diagram are discussed for the impulse response represented with the l-degree Taylor series expansion. As a particular results, we show a fundamental identity uniquely featured to such filters in the transform domain. For low-degree impulse responses, the transfer functions are found in simple closed forms and represented in compact block-diagrams. The magnitude and phase responses are also analyzed along with the group delays. A comparison with predictive FIR filters is given. As examples of applications, filtering of time errors of local clocks is discussed along with the low-pass filter design employing a cascade of the unbiased FIR filters.
引用
收藏
页码:611 / 626
页数:16
相关论文
共 26 条
[1]  
[Anonymous], 2002, The Scientist and Engineer's Guide To Digital Signal Processing
[2]   Optimal Synchronization of Local Clocks by GPS 1PPS Signals Using Predictive FIR Filters [J].
Arceo-Miquel, Luis ;
Shmaliy, Yuriy S. ;
Ibarra-Manzano, Oscar .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (06) :1833-1840
[3]   LINEAR MEDIAN HYBRID FILTERS [J].
ASTOLA, J ;
HEINONEN, P ;
NEUVO, Y .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1989, 36 (11) :1430-1438
[4]   Hybrid polynomial filters for Gaussian and non-Gaussian noise environments [J].
Aysal, Tuncer Can ;
Barner, Kenneth E. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (12) :4644-4661
[5]   ON THE MEAN-SQUARE NOISE POWER OF AN OPTIMUM LINEAR DISCRETE FILTER OPERATING ON POLYNOMIAL PLUS WHITE NOISE INPUT [J].
BLUM, M .
IRE TRANSACTIONS ON INFORMATION THEORY, 1957, 3 (04) :225-231
[6]  
Brookner E., 1998, TRACKING KALMAN FILT
[7]   PREDICTIVE FIR FILTERS WITH LOW COMPUTATIONAL-COMPLEXITY [J].
CAMPBELL, TG ;
NEUVO, Y .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1991, 38 (09) :1067-1071
[8]   Color image noise removal algorithm utilizing hybrid vector filtering [J].
Dang, Dung ;
Luo, Wenbin .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2008, 62 (01) :63-67
[9]  
Gao X. Z., 2004, INT J SIGNAL PROCESS, V1, P100
[10]   Asymptotic noise gain of polynomial predictors [J].
Handel, P ;
Tichavsky, P .
SIGNAL PROCESSING, 1997, 62 (02) :247-250