Title :
Proportionate affine projection algorithm based on coefficient difference
Author :
Zongsheng Zheng ; Haiquan Zhao
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu, China
Abstract :
This paper proposes a proportionate affine projection algorithm based on coefficient difference (DPAPA). Its adaptation gain for each tap is proportional to the absolute value of the difference between the current tap weight estimate and the previous tap weight estimate. In addition, a simple version is introduced to decrease the amount of calculation. The simulation results show that the proposed algorithm has better performance than the other algorithms, e.g. the proportionate affine projection algorithm (PAPA) and improved proportionate affine projection algorithm (IPAPA).
Keywords :
adaptive filters; echo suppression; least mean squares methods; adaptation gain; coefficient difference; current tap weight estimate; proportionate affine projection algorithm; Adaptive filters; Computational complexity; Convergence; Echo cancellers; Educational institutions; Projection algorithms; Signal processing algorithms; Adaptive filter; echo cancellation; proportionate affine projection algorithm (PAPA);
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-5272-4
DOI :
10.1109/ICSPCC.2014.6986164