A modified algorithm based on decoration VSSLMS

摘要

To improve the performance of LMS algorithm, a modified algorithm is proposed decoration is used and orthogonal vectors is applied to replace weigh of the filter, forgetting factor is also introduced to control the step. A new model is built and experiment show that convergence speed is improved and steady-state error is reduced. The performance is improved.