Title :
Design of an Optimal Two-Channel Orthogonal Filterbank Using Semidefinite Programming
Author :
Karmakar, Abhijit ; Kumar, Arun ; Patney, R.K.
Author_Institution :
Central Electron. Eng. Res. Inst., Pilani
Abstract :
A simple method for the design of an optimal two-channel finite impulse response (FIR) orthogonal filterbank that minimizes the stopband energy of the filter´s impulse response using semidefinite programming (SDP) is presented. The convex formulation is obtained by representing the optimality criterion and the orthogonality constraints in terms of the autocorrelation sequence of the filter´s impulse response and mapping them into the SDP framework. The resulting solution is equivalent to the solution obtained by the more complex analytical method.
Keywords :
FIR filters; channel bank filters; convex programming; correlation methods; autocorrelation sequence; channel bank filter; convex formulation; finite impulse response filter; optimal two-channel orthogonal filterbank; semidefinite programming; Algorithm design and analysis; Autocorrelation; Compaction; Design methodology; Filter bank; Finite impulse response filter; Iterative algorithms; Linear programming; Power engineering and energy; Signal processing; Convex formulation; energy compaction finite impulse response (FIR) filter; orthogonal filterbank; semidefinite programming (SDP);
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2007.896419