Efficient Implementation of ComplexModulated Filter Banks Using Cosine and SineModulated Filter Banks

The recently introduced exponentially modulated filter bank (EMFB) is a 2M-channel uniform, orthogonal, critically sampled, and frequency-selective complex modulated filter bank that satisfies the perfect reconstruction (PR) property if the prototype filter of an M-channel PR cosine modulated filter bank (CMFB) is used. The purpose of this paper is to present various implementation structures for the EMFBs in a unified framework. The key idea is to use cosine and sine modulated filter banks as building blocks and, therefore, polyphase, lattice, and extended lapped transform (ELT) type of implementation solutions are studied. The ELTbased EMFBs are observed to be very competitive with the existing modified discrete Fourier transform filter banks (MDFT-FBs) when comparing the number of multiplications/additions and the structural simplicity. In addition, EMFB provides an alternative channel stacking arrangement that could be more natural in certain subband processing applications and data transmission systems.

[1]  Henrique S. Malvar Extended lapped transforms: properties, applications, and fast algorithms , 1992, IEEE Trans. Signal Process..

[2]  Tapio Saramäki,et al.  A systematic technique for designing prototype filters for perfect reconstruction cosine modulated and modified DFT filter banks , 2001, ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196).

[3]  P. P. Vaidyanathan,et al.  Cosine-modulated FIR filter banks satisfying perfect reconstruction , 1992, IEEE Trans. Signal Process..

[4]  Desmond P. Taylor,et al.  Data Transmission by FrequencyDivision Multiplexing Using the Discrete Fourier Transform , 2007 .

[5]  Truong Q. Nguyen,et al.  The theory and design of arbitrary-length cosine-modulated filter banks and wavelets, satisfying perfect reconstruction , 1996, IEEE Trans. Signal Process..

[6]  Tanja Karp,et al.  MDFT filter banks with perfect reconstruction , 1995, Proceedings of ISCAS'95 - International Symposium on Circuits and Systems.

[7]  Vladimir Britanak,et al.  A new fast algorithm for the unified forward and inverse MDCT/MDST computation , 2002, Signal Process..

[8]  T. Saramaki,et al.  Designing prototype filters for perfect-reconstruction cosine-modulated filter banks , 1992, [Proceedings] 1992 IEEE International Symposium on Circuits and Systems.

[9]  N. J. Fliege,et al.  Computational efficiency of modified DFT polyphase filter banks , 1993, Proceedings of 27th Asilomar Conference on Signals, Systems and Computers.

[10]  Henrique S. Malvar,et al.  Signal processing with lapped transforms , 1992 .

[11]  Markku Renfors,et al.  Efficient implementation of complex exponentially-modulated filter banks , 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

[12]  Tanja Karp,et al.  Modified DFT filter banks with perfect reconstruction , 1999 .

[13]  Markku Renfors,et al.  Complex modulated critically sampled filter banks based on cosine and sine modulation , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[14]  Tanja Karp,et al.  Computationally efficient realization of MDFT filter banks , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

[15]  Henrique S. Malvar A modulated complex lapped transform and its applications to audio processing , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[16]  Rolf Gluth A unified approach to transform-based FIR filter banks with special regard to perfect reconstruction systems , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[17]  Markku Renfors,et al.  Implementation of parallel cosine and sine modulated filter banks for equalized transmultiplexer systems , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[18]  Behrouz Farhang-Boroujeny,et al.  Subband adaptive filtering with real-valued subband signals for acoustic echo cancellation , 2001 .