Title :
Multicriterion optimized QMF Bank design
Author :
Tuan, Hoang Duong ; Nam, Le Hai ; Tuy, Hoang ; Nguyen, Truong Q.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toyota Technol. Inst., Nagoya, Japan
Abstract :
The quadrature mirror filter (QMF) bank with multicriterion constraints such as minimal aliasing and/or minimal error coding is among the most important problems in filterbank design, for solving which linear algebra-based methods are still heuristic and do not always work, especially for large filter length. It is shown in this paper that this problem can be reduced either to convex linear matrix inequality (LMI) optimization (when filters are of nonlinear phase) or to semi-infinite linear (SIP) programming (when filters are of linear phase), which can be very efficiently solved either by the standard LMI solvers or our previously developed SIP solver. The proposed computationally tractable optimization formulations are confirmed by several simulations.
Keywords :
channel bank filters; circuit optimisation; coding errors; linear phase filters; linear programming; matrix algebra; network synthesis; quadrature mirror filters; LMI solvers; SIP solver; convex linear matrix inequality optimization; filter length; heuristic linear algebra-based methods; linear phase filters; minimal aliasing; minimal error coding; multicriterion constraints; multicriterion optimized QMF bank design; nonlinear phase filters; quadrature mirror filter bank; semi-infinite linear programming; simulations; Design optimization; Filter bank; Finite impulse response filter; IIR filters; Linear matrix inequalities; Linear programming; Mirrors; Nonlinear filters; Optimal control; Standards development;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2003.816877