Bicomplex-valued adaptive filtering with application to wind profile prediction

Xiaoming Gou, Zhiwen Liu, Zheyi Fan, Yougen Xu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A variant of the least mean squares (LMS) filtering algorithm is proposed based on bicomplex numbers. Experiments on recorded data for wind profile prediction show its comparable or accelerated convergence rate compared with quaternion-based approaches. The benefits of further exploitation of bicomplex numbers can be projected, including frequency-domain methods and augmented model-based methods.

源语言英语
主期刊名2014 19th International Conference on Digital Signal Processing, DSP 2014
出版商Institute of Electrical and Electronics Engineers Inc.
404-408
页数5
ISBN(电子版)9781479946129
DOI
出版状态已出版 - 2014
活动2014 19th International Conference on Digital Signal Processing, DSP 2014 - Hong Kong, 香港
期限: 20 8月 201423 8月 2014

出版系列

姓名International Conference on Digital Signal Processing, DSP
2014-January

会议

会议2014 19th International Conference on Digital Signal Processing, DSP 2014
国家/地区香港
Hong Kong
时期20/08/1423/08/14

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