Title :
An efficient Quadrature Mirror Filter design and its applications in audio signal processing
Author :
Dhabal, S. ; Chakraborty, Shiladri ; Venkateswaran, P.
Author_Institution :
Dept. of ECE, Netaji Subhash Eng. Coll., Kolkata, India
Abstract :
A proficient approach to the design of Quadrature Mirror Filter (QMF) Bank is studied and an algorithm is offered for straightforward accomplishment of QMF bank with near perfect reconstruction. Objective function is built upon perfect reconstruction condition. The cutoff frequency is repetitively varied to adjust the filter coefficients using the anticipated algorithm and reconstruction error is minimized. Using the optimal value of cutoff frequency the prototype filter is designed and other filters of the bank is considered from that single prototype filter. Kaiser and Dolph-Chebyshev window functions are used to investigate the betterment of the design method. The performance of the projected design method are evaluated in terms of computation time required i.e. CPU time, Perfect Reconstruction Error (PRE), Magnitude Square Error (MSE) and Number of Iterations (NOI). The proposed algorithm is simple, easy to implement, and linearly converges to optimal solution. Finally, the sub-band decomposition of an audio signal is done using the filter bank.
Keywords :
audio signal processing; channel bank filters; quadrature mirror filters; signal reconstruction; CPU time; Dolph-Chebyshev window function; Kaiser window function; MSE; PRE; audio signal processing; computation time; magnitude square error; near perfect reconstruction; perfect reconstruction error; quadrature mirror filter bank; quadrature mirror filter design; Cutoff frequency; Filter banks; Filtering algorithms; Finite impulse response filter; Low pass filters; Prototypes; Aliasing cancellations filter bank; NPR QMF bank; Trans-multiplexers; optimization;
Conference_Titel :
Communication and Industrial Application (ICCIA), 2011 International Conference on
Conference_Location :
Kolkata, West Bengal
Print_ISBN :
978-1-4577-1915-8
DOI :
10.1109/ICCIndA.2011.6146688