Convergence of stochastic-approximation-based algorithms for blind channel identification | |
Chen, HF; Cao, XR; Zhu, J | |
刊名 | IEEE TRANSACTIONS ON INFORMATION THEORY |
2002-05-01 | |
卷号 | 48期号:5页码:1214-1225 |
关键词 | stochastic approximation wireless communication |
ISSN号 | 0018-9448 |
英文摘要 | In this correspondence, we develop adaptive algorithms for multichannel (single-input-multiple-output, or SIMO) blind identification with both statistic and deterministic models. In these algorithms, the estimates are continuously improved while receiving new signals. Therefore, the algorithms can track the channel continuously and thus are amenable to real applications such as wireless communications. At each step, only a small amount of computation Is involved. The algorithm are based on stochastic approximation methods. Convergence properties of these algorithms are proved. Simulation examples are presented to show the performance of the algorithms. |
WOS研究方向 | Computer Science ; Engineering |
语种 | 英语 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
WOS记录号 | WOS:000174970900018 |
内容类型 | 期刊论文 |
源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/17369] |
专题 | 中国科学院数学与系统科学研究院 |
通讯作者 | Chen, HF |
作者单位 | 1.Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Hong Kong Univ Sci & Technol, Kowloon, Hong Kong, Peoples R China 3.Nanyang Technol Univ, Ctr Signal Proc, Singapore 639798, Singapore |
推荐引用方式 GB/T 7714 | Chen, HF,Cao, XR,Zhu, J. Convergence of stochastic-approximation-based algorithms for blind channel identification[J]. IEEE TRANSACTIONS ON INFORMATION THEORY,2002,48(5):1214-1225. |
APA | Chen, HF,Cao, XR,&Zhu, J.(2002).Convergence of stochastic-approximation-based algorithms for blind channel identification.IEEE TRANSACTIONS ON INFORMATION THEORY,48(5),1214-1225. |
MLA | Chen, HF,et al."Convergence of stochastic-approximation-based algorithms for blind channel identification".IEEE TRANSACTIONS ON INFORMATION THEORY 48.5(2002):1214-1225. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论