Title :
Efficient FPGA implementation of the DCD-RLS algorithm for stereo acoustic echo cancellation
Author :
Stanciu, Cristian ; Anghel, Cristian ; Stanciu, Lucian
Author_Institution :
Dept. of Telecommun., Univ. Politeh. of Bucharest, Bucharest, Romania
Abstract :
The development of teleconferencing systems has allowed the communication using two acoustic channels (stereo configuration). The corresponding standard acoustic echo cancellation process requires four adaptive filters with a considerable usage of hardware resources. In this context, the dichotomous coordinate descent (DCD) - recursive least-squares (RLS) algorithm, using the widely linear (WL) model, was proposed as an efficient alternative to the classical RLS solution. In this paper, an efficient Field Programmable Gate Array (FPGA) implementation of the DCD-RLS method is presented, with attractive numerical properties and good performance.
Keywords :
adaptive filters; echo suppression; field programmable gate arrays; least squares approximations; teleconferencing; DCD-RLS algorithm; FPGA; WL model; acoustic channel; adaptive filter; dichotomous coordinate descent; field programmable gate array; hardware resource; recursive least-square; stereo acoustic echo cancellation; stereo configuration; teleconferencing system; widely linear model; Adaptation models; Adaptive filters; Algorithm design and analysis; Echo cancellers; Hardware; Signal processing algorithms;
Conference_Titel :
Signals, Circuits and Systems (ISSCS), 2015 International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4673-7487-3
DOI :
10.1109/ISSCS.2015.7204008