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Design of oversampled nonuniform filter banks with arbitrary rational frequency partitioning

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Abstract

Among the theory and design of oversampled nonuniform filter banks (NUFBs), most of the existing works only consider the cases with integer decimators, and up to now the issue with rational sampling factors has not been discussed yet. In this paper, we generalize the partial modulation technique to realize arbitrary rational frequency partitioning of oversampled NUFBs with highly desired linear-phase (LP) property. Further for the subbands with sampling factors violating the guard band restriction, a phase-modification scheme is derived to avoid uneliminable large aliasing and meanwhile preserving the LP characteristics of shifted analysis/synthesis filters. By using the proposed method, the design issue of LP oversampled NUFBs can be reduced to that of several prototypes, decreasing the design complexity largely. As illustrated by examples, the proposed algorithm is more general in terms of arbitrary rational decimation and thus has broad application prospects.

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References

  1. Gawande, J.P., Rahulkar, A.D., Holambe, R.S.: Design of new class of regular biorthogonal wavelet filter banks using generalized and hybrid lifting structures. Signal Image Video Process. 9(1), 265–273 (2015)

    Article  Google Scholar 

  2. Kumar, A., Sunkaria, R.K.: Two-channel perfect reconstruction (PR) quadrature mirror filter (QMF) bank design using logarithmic window function and spline function. Signal Image Video Process. 10, 1473–1480 (2016)

    Article  Google Scholar 

  3. Cvetkovic, Z., Vetterli, M.: Oversampled filter banks. IEEE Trans. Signal Process. 46(5), 1245–1255 (1998)

    Article  Google Scholar 

  4. Vaidyanathan, P.: Filter banks in digital communications. IEEE Circuits Syst. Mag. 1(2), 4–25 (2001)

    Google Scholar 

  5. Kovacevic, J., Dragotti, P.L., Goyal, V.K.: Filter bank frame expansions with erasures. IEEE Trans. Inf. Theory 48(6), 1439–1450 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  6. Gan, L., Ma, K.K.: Oversampled linear-phase perfect reconstruction filterbanks: theory, lattice structure and parameterization. IEEE Trans. Signal Process. 51(3), 744–759 (2003)

    Article  MathSciNet  Google Scholar 

  7. Labeau, F.: Lattice decomposition of oversampled linear-phase perfect reconstruction filterbanks. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1445–1448. IEEE, Honolulu, USA (2007)

  8. Chai, L., Zhang, J., Sheng, Y.: Optimal design of oversampled synthesis FBs with lattice structure constraints. IEEE Trans. Signal Process. 59(8), 3549–3559 (2011)

    Article  MathSciNet  Google Scholar 

  9. Mansour, M.F.: A design procedure for oversampled nonuniform filter banks with perfect-reconstruction. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1649–1652. Prague, Czech Republic, IEEE (2011)

  10. Bregovic, R., Dumitrescu, B., Saramaki, T.: An efficient method for designing low-delay nonuniform oversampled M-channel filterbanks. In: 5th International Symposium on Image and Signal Processing and Analysis, pp. 58–62. IEEE, Istanbul, Turkey (2007)

  11. Deng, Y., Mathews, V.J., Farhang-Boroujeny, B.: Low-delay nonuniform pseudo-QMF banks with application to speech enhancement. IEEE Trans. Signal Process. 55(5), 2110–2121 (2007)

    Article  MathSciNet  Google Scholar 

  12. Parfieniuk, M., Petrovsky, A.: Near-perfect reconstruction oversampled nonuniform cosine-modulated filter banks based on frequency warping and subband merging. Int. J. Electron. Telecommun. 58(2), 177–192 (2012)

    Article  Google Scholar 

  13. Wada, S., Yagi, H., Saito, T.: A flexible design of nonuniformly oversampled multirate filter banks. In: IEEE International Symposium on Circuits and Systems, vol. 4, pp. 838–841. IEEE, Atlanta, USA (1996)

  14. Zhong, W., Shi, G., Xie, X., Chen, X.: Design of linear-phase nonuniform filter banks with partial cosine modulation. IEEE Trans. Signal Process. 58(6), 3390–3395 (2010)

    Article  MathSciNet  Google Scholar 

  15. Li, J., Nguyen, T.Q., Tantaratana, S.: A simple design method for near-perfect-reconstruction nonuniform filter banks. IEEE Trans. Signal Process. 45(8), 2105–2109 (1997)

    Article  Google Scholar 

  16. Xie, X., Liang, L., Shi, G., Fernandez, A.: Direct design of linear-phase nonuniform filter banks with arbitrary integer decimation factors. In: 16th European Signal Processing Conference on Signal Processing Conference, pp. 1–5. IEEE, Lausanne, Switzerland (2008)

  17. Fang, L., Zhong, W., Zhang, Q.: Design of M-channel linear-phase non-uniform filter banks with arbitrary rational sampling factors. IET Signal Process. 10(2), 106–114 (2016)

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank for the supports by the National Natural Science Foundation of China under Grant Nos. 61101166, 61371191 and 61231015.

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Correspondence to Wei Zhong.

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Zhong, W., Fang, L., Zhang, Q. et al. Design of oversampled nonuniform filter banks with arbitrary rational frequency partitioning. SIViP 11, 689–696 (2017). https://doi.org/10.1007/s11760-016-1011-5

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  • DOI: https://doi.org/10.1007/s11760-016-1011-5

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