Maximum length binary sequences and spectral power distribution of periodic signals

IF 1.9 4区 工程技术 Q2 Engineering EURASIP Journal on Advances in Signal Processing Pub Date : 2024-07-31 DOI:10.1186/s13634-024-01177-5
Sebastian Orth, Harald Klingbeil
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Abstract

The maximum length binary sequence (MLBS) is widely used as a broadband pseudo-random noise excitation signal, for example, for system identification. Although its properties have been known for decades, misleading or inaccurate statements can be found in many references. For example, it is sometimes stated that the spectrum of the MLBS is white, whereas in other references a sinc behavior is stated. In this paper, we therefore analyze the MLBS properties based on precise definitions for the given context (time-discrete vs. time-continuous, periodic vs. non-periodic, etc.), especially with respect to Fourier analysis. Another difficulty arises from the fact that in the literature the mathematical definitions are often simplified by means of normalizations which makes the physical interpretation difficult. Therefore, special emphasis is put on scaling factors which allow such a physical interpretation.

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最大长度二进制序列和周期信号的频谱功率分布
最大长度二进制序列(MLBS)被广泛用作宽带伪随机噪声激励信号,例如用于系统识别。尽管人们对它的特性已经了解了几十年,但在许多参考文献中仍能发现误导或不准确的说法。例如,有时会说 MLBS 的频谱是白色的,而在其他参考文献中则说是 sinc 行为。因此,在本文中,我们将根据给定上下文(时间离散与时间连续、周期与非周期等)的精确定义来分析 MLBS 的特性,尤其是傅立叶分析。另一个困难是,文献中的数学定义往往通过归一化的方式进行简化,这给物理解释带来了困难。因此,我们特别强调能够进行物理解释的缩放因子。
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来源期刊
EURASIP Journal on Advances in Signal Processing
EURASIP Journal on Advances in Signal Processing 工程技术-工程:电子与电气
CiteScore
3.50
自引率
10.50%
发文量
109
审稿时长
2.6 months
期刊介绍: The aim of the EURASIP Journal on Advances in Signal Processing is to highlight the theoretical and practical aspects of signal processing in new and emerging technologies. The journal is directed as much at the practicing engineer as at the academic researcher. Authors of articles with novel contributions to the theory and/or practice of signal processing are welcome to submit their articles for consideration.
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