| An Enhanced Set-Membership PNLMS Algorithm with a Correntropy Induced Metric Constraint for Acoustic Channel Estimation | |
| Jin, Zhan; Li, Yingsong; Wang, Yanyan; Li, YS (reprint author), Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China.; Li, YS (reprint author), Chinese Acad Sci, Natl Space Sci Ctr, Beijing 100190, Peoples R China. | |
| 作者部门 | 微波遥感部 |
| 发表期刊 | ENTROPY
 |
| 2017 | |
| 卷号 | 19期号:6页码:281 |
| ISSN | 1099-4300 |
| 语种 | 英语 |
| 关键词 | Set-membership Proportionate Normalized Least Mean Square Sparse Adaptive Filtering Pnlms Algorithm Zero Attracting Algorithm Correntropy Induced Metric (Cim) |
| 摘要 | In this paper, a sparse set-membership proportionate normalized least mean square (SM-PNLMS) algorithm integrated with a correntropy induced metric (CIM) penalty is proposed for acoustic channel estimation and echo cancellation. The CIM is used for constructing a new cost function within the kernel framework. The proposed CIM penalized SM-PNLMS (CIMSM-PNLMS) algorithm is derived and analyzed in detail. A desired zero attraction term is put forward in the updating equation of the proposed CIMSM-PNLMS algorithm to force the inactive coefficients to zero. The performance of the proposed CIMSM-PNLMS algorithm is investigated for estimating an underwater communication channel estimation and an echo channel. The obtained results demonstrate that the proposed CIMSM-PNLMS algorithm converges faster and provides a smaller estimation error in comparison with the NLMS, PNLMS, IPNLMS, SM-PNLMS and zero-attracting SM-PNLMS (ZASM-PNLMS) algorithms. |
| 收录类别 | SCI |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.nssc.ac.cn/handle/122/6127 |
| 专题 | 微波遥感部 |
| 通讯作者 | Li, YS (reprint author), Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China.; Li, YS (reprint author), Chinese Acad Sci, Natl Space Sci Ctr, Beijing 100190, Peoples R China. |
| 推荐引用方式 GB/T 7714 | Jin, Zhan,Li, Yingsong,Wang, Yanyan,et al. An Enhanced Set-Membership PNLMS Algorithm with a Correntropy Induced Metric Constraint for Acoustic Channel Estimation[J]. ENTROPY,2017,19(6):281. |
| APA | Jin, Zhan,Li, Yingsong,Wang, Yanyan,Li, YS ,&Li, YS .(2017).An Enhanced Set-Membership PNLMS Algorithm with a Correntropy Induced Metric Constraint for Acoustic Channel Estimation.ENTROPY,19(6),281. |
| MLA | Jin, Zhan,et al."An Enhanced Set-Membership PNLMS Algorithm with a Correntropy Induced Metric Constraint for Acoustic Channel Estimation".ENTROPY 19.6(2017):281. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| 2017196281.pdf（2740KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 请求全文 | |
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