Title :
Pipelined orthogonal subband affine projection filters and its efficient implementation
Author :
Choi, Hun ; Park, Jo-Dong ; Sohn, Sang-Wook ; Bae, Hyeon-Deok
Author_Institution :
Sch. of Electr. & Comput. Eng., Chung-Buk Nat. Univ., Cheongju, South Korea
Abstract :
In many applications with highly correlated input signals, the affine projection (AP) adaptive filter has good performance. However it is often too complex to implement in real time. In this paper, we describe an efficient implementation technique for the AP adaptive filter. For this technique, we derive the subband affine projection algorithm from the orthogonal analysis filter bank. And we apply the pipelining technique to the the derived subband adaptive filter for high processing speed.
Keywords :
adaptive filters; digital filters; high-pass filters; low-pass filters; pipeline processing; OSAP adaptive filter; analysis filters; high pass filter; highly correlated input signals; low pass filter; orthogonal analysis filter bank; orthogonal subband affine projection filters; pipelined filters; relaxed look-ahead pipelining; Adaptive filters; Algorithm design and analysis; Application software; Convergence; Filter bank; Financial advantage program; Pipeline processing; Projection algorithms; Resonance light scattering; System identification;
Conference_Titel :
Digital Signal Processing Workshop, 2004 and the 3rd IEEE Signal Processing Education Workshop. 2004 IEEE 11th
Print_ISBN :
0-7803-8434-2
DOI :
10.1109/DSPWS.2004.1437920