arXiv Open Access 2018

Lehmer Transform and its Theoretical Properties

Masoud Ataei Shengyuan Chen Xiaogang Wang

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Abstrak

We propose a new class of transforms that we call {\it Lehmer Transform} which is motivated by the {\it Lehmer mean function}. The proposed {\it Lehmer transform} decomposes a function of a sample into their constituting statistical moments. Theoretical properties of the proposed transform are presented. This transform could be very useful to provide an alternative method in analyzing non-stationary signals such as brain wave EEG.

Topik & Kata Kunci

stat.ML cs.LG

Penulis (3)

Masoud Ataei

Shengyuan Chen

Xiaogang Wang

Format Sitasi

APA MLA BibTeX

Ataei, M., Chen, S., Wang, X. (2018). Lehmer Transform and its Theoretical Properties. https://arxiv.org/abs/1805.04927

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2018
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓