Convergence behavior analysis of FxLMS algorithms with different leaky term

• Main Authors: Wen, Shulin, Gan, Woon-Seng, Shi, Dongyuan
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2023
• 主題: Science::Physics::Acoustics; Filtered-X LMS (FXLMS) Algorithms; Noise Control
• 在線閱讀: https://hdl.handle.net/10356/169435
• 機構: Nanyang Technological University

In order to improve the robustness of conventional filtered-X LMS (FXLMS) algorithm, different leaky terms are introduced into the cost function. With different leaky term, the convergence behavior differs much. The detailed derivation of LASSO based FXLMS (L1-FXLMS) and elastic-net based FXLMS (L1/...