基于相位调制的非均匀DFT调制滤波器组的构造算法

周芳; 水鹏朗

doi:10.11999/JEIT170040

基于相位调制的非均匀DFT调制滤波器组的构造算法

doi: 10.11999/JEIT170040

周芳¹,
水鹏朗²

2.
(西安电子科技大学雷达信号处理国家重点实验室西安 710071) ②(桂林电子科技大学生命与环境科学学院桂林 541004)

基金项目:

国家自然科学基金(61261032)

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- 被引次数: 0
出版历程
- 收稿日期: 2017-01-11
- 修回日期: 2017-04-12
- 刊出日期: 2017-09-19

Construction of Nonuniform DFT Modulated Filter Banks via Phase Modulation

ZHOU Fang¹,
SHUI Penglang²

Funds:

The National Natural Science Foundation of China (61261032)

摘要

摘要: 由于具有灵活的频率划分能力，非均匀滤波器组在语音、图像等信号的处理中有着广泛的应用。该文针对非均匀DFT调制滤波器组无法直接合并构造的缺点，提出一种基于相位调制的构造方法。在该方法中，非均匀DFT调制滤波器组的子带滤波器由均匀DFT调制滤波器组经子带合并和相位调制获得。构造所得的非均匀滤波器组与原均匀滤波器组的重构特性近似相等。同时推导出非均匀子带滤波器具备良好频率特性的条件。理论分析和仿真结果均表明了所提的构造方法的有效性。
- 离散傅里叶变换调制 /
- 非均匀滤波器组 /
- 子带合并 /
- 相位调制
Abstract: Owing to its flexible frequency decomposition ability, nonuniform filter banks are widely applied to speech and image signal processing. However, the nonuniform Discrete Fourier Transform (DFT) modulated filter bank can not be constructed by directly merging certain subbands of the uniform one. In order to overcome this deficiency, a novel construction approach is proposed, in which the subband filters of the nonuniform filter bank are obtained by jointly employing the subband merging and phase modulation of the uniform one. The resultant nonuniform filter bank exhibits the very approximate overall performance as the uniform one. Moreover, the conditions are derived for the nonuniform DFT modulated filter banks to possess satisfactory frequency characteristics. Both the theoretical analysis and simulation results show the effectiveness of the proposed method.
- DFT modulated /
- Nonuniform filter bank /
- Subband merging /
- Phase modulation

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参考文献(20)

AMBEDE A, SMITHA K G, and VINOD A P. Flexible low complexity uniform and nonuniform digital filter banks with high frequency resolution for multistandard radios[J]. IEEE Transactions on Very Large Scale Integration Systems, 2015, 23(4): 631-641. doi: 10.1109/TVLSI.2014.2317811.

AKKARAKARAN S and VAIDYANATHAN P P. Nonuniform filter banks: New results and open problems[J]. Studies in Computational Mathematics, 2003, 10: 259-301. doi: 10.1016/S1570-579X(03)80038-1.

KUMAR A, SINGH G K, and ANURAG S. An optimized cosine-modulated nonuniform filter bank design for subband coding of ECG signal[J]. Journal of King Saud University- Engineering Sciences, 2015, 27(2): 158-169. doi: 10.1016/j. jksues.2013.10.001.

李冰, 郑瑾, 葛临东. 基于非均匀滤波器组的动态信道化滤波[J]. 电子与信息学报, 2007, 29(10): 2396-2400. doi: 10.3724/ SP.J.1146.2006.00455.

LI Bing, ZHENG Jin, and GE Lindong. Dynamic channelization based on nonuniform filterbanks[J]. Journal of Electronics Information Technology, 2007, 29(10): 2396-2400. doi: 10.3724/SP.J.1146.2006.00455.

JAIN A and GOEL A. A multiobjective optimization method for designing M-channel NPR cosine modulated filter bank for image compression[J]. Engineering, 2015, 7(2): 93-100. doi: 10.4236/eng.2015.72008.

JIANG J Z, SHUI P L, and ZHANG Z J. Design of oversampled DFT-modulated filter banks via modified Newtons method[J]. IET Signal Processing, 2011, 5(3): 271-280. doi: 10.1049/iet-spr.2009.0198.

AVCI K and GUMUSSOY E. Design of exponential window based M-channel cosine modulated filter banks[C]. Signal Processing and Communication Application Conference, Hammamet, Turkey, 2016: 845-848. doi: 10.1109/SIU.2016. 7495872.

LIANG L L, LIU H, and WANG F P. Design of shift- invariant nonuniform cosine-modulated filter bank with arbitrary integer sampling factors[J]. Digital Signal Processing, 2016, 53: 41-50. doi: 10.1016/j.dsp.2016.03.005.

LI J L, NGUYEN T Q, and TANTARATANA S. A simple design method for near-perfect-reconstruction nonuniform filter banks[J]. IEEE Transactions on Signal Processing, 1997, 45(8): 2105-2109. doi: 10.1109/ACSSC.1994.471613.

蒋俊正, 江庆, 欧阳缮. 一种设计近似完全重构非均匀余弦调制滤波器组的新算法[J]. 电子与信息学报, 2016, 38(9): 2385-2390. doi: 10.11999/JEIT151260.

JIANG J Z, JIANG Q, and OUYANG S. Novel method for designing near-perfect-reconstruction nonuniform cosine modulated filter banks[J]. Journal of Electronics ＆ Information Technology, 2016, 38(9): 2385-2390. doi: 10.11999/JEIT151260.

DENG Y, MATHEWS V J, and BOROUJENY B F. Low-delay nonuniform pseudo-QMF banks with application to speech enhancement[J]. IEEE Transactions on Signal Processing, 2007, 55(5): 2110-2121. doi: 10.1109/TSP. 2007.892707.

FANG L, ZHONG W, and ZHANG Q. Design of M-channel linear-phase non-uniform filter banks with arbitrary rational sampling factors[J]. IET Signal Processing, 2016, 10(2): 106-114. doi: 10.1049/iet-spr.2015.0075.

LING B W K, HO C Y F, TEO K L, et al. Optimal design of cosine modulated nonuniform linear phase FIR filter bank via both stretching and shifting frequency response of single prototype filter[J]. IEEE Transactions on Signal Processing, 2014, 62(10): 2517-2530. doi: 10.1109/TSP.2014.2312326.

ALTENBACH F, LOLLMANN H W, and MATHAR R. Robust equalizer design for allpass transformed DFT filter banks with LTI property[C]. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Istanbul, Turkey, 2010: 847-851. doi: 10.1109/PIMRC.2010. 5672029.

BREGOVIC R, DUMITRESCU B, and SARAMAKI T. An efficient method for designing low-delay nonuniform oversampled M-channel filterbanks[C]. International Symposium on Image and Signal Processing, Istanbul, Turkey, 2007: 58-62. doi: 10.1109/ISPA.2007.4383664.

LOLLMANN H W and VARY P. Least-squares of DFT filter-banks based on allpass tranformation of higher order[J]. IEEE Transactions on Signal Processing, 2010, 58(4): 2393-2398. doi: 10.1109/TSP.2009.2039838.

LOLLMANN H W, DARTMANN G, and VARY P. Constrained design of allpass transformed DFT filter-banks by quadratic programming[C]. IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, 2012: 3481-3484. doi: 10.1109/ICASSP.2012. 6288666.

SHUI P L. Image denoising using 2-D separable oversampled DFT modulated filter banks[J]. IET Image Processing, 2009, 3(3): 163-173. doi: 10.1049/iet-ipr.2007.0218.

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