Title :
Designing of two channel polyphase quadrature mirror filter bank using power optimization method
Author :
Gupta, Ankita ; Agarwal, S.K.
Author_Institution :
Sobhasaria Eng. Coll., Sikar, India
Abstract :
This paper proposes an efficient method for the design of two-channel, quadrature mirror filter (QMF) bank using polyphase components. The design problem is formulated to minimize an objective function, which is a linear combination of pass-band error and stop-band residual energy of the low-pass analysis filter of the filter bank. Unlike the other techniques which involves linear and non linear optimization, our formulation reduces the design equation to an eigenvector problem. An objective function that minimizes the stop-band energy and square error of the distortion transfer function uses the polyphase components and optimization is done using the power method. Simulation results of the algorithm shows the improved performance of the proposed method. Polyphase decomposition results dramatic computational efficiency and reduces number of iterations.
Keywords :
channel bank filters; eigenvalues and eigenfunctions; iterative methods; low-pass filters; optimisation; quadrature mirror filters; distortion transfer function; eigenvector problem; iteration number; linear combination; low-pass analysis filter; nonlinear optimization; objective function; pass-band error; polyphase components; polyphase quadrature mirror filter bank; power optimization; stop-band residual energy; two-channel design; Algorithm design and analysis; Filter banks; Finite impulse response filter; Image coding; Image reconstruction; Mirrors; Optimization; Polyphase; Power method; QMF; Sub-band coding; eigen vector;
Conference_Titel :
Computer and Communication Technology (ICCCT), 2011 2nd International Conference on
Conference_Location :
Allahabad
Print_ISBN :
978-1-4577-1385-9
DOI :
10.1109/ICCCT.2011.6075113