产品过程中的水平交叉速率不等式及其在衰落多信道中的应用

IF 2.2 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Plínio Santini Dester;Michel Daoud Yacoub;Paulo Cardieri
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引用次数: 0

摘要

本文给出了由独立随机过程的乘积组成的随机过程的平交率的尖锐不等式。表述起来很简单的不平等,分别说明了每个过程的贡献。此外,当每个过程的条件点导数服从高斯分布时,我们推导出一个精确的公式。作为应用示例,使用$\alpha\text{-}\mu $和$\kappa\text{-}\mu$衰落模型在不同的场景中进行了结果验证,这些模型包括其他几种知名模型,如半高斯模型、瑞利模型、Rice模型、Nakagami-m模型和威布尔模型。我们为这些众所周知的衰落过程的产物的水平交叉速率边界提供了前所未有的封闭形式公式。值得注意的是,这些产品的平交率没有封闭的形式。因此,我们的界限为这个度规提供了一个基准,其中一个界限作为精确度规的极好近似值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Level Crossing Rate Inequalities for Product Processes and Applications to Fading Multichannels
This paper presents sharp inequalities for the level crossing rate of a stochastic process composed of the product of independent stochastic processes. The inequalities, which are simple to state, enlighten the contribution of each process individually. Additionally, we derive an exact formulation when the conditioned pointwise derivative of each process follows a Gaussian distribution. As application examples, the results are exercised in different scenarios using the $\alpha\text{-}\mu $ and $\kappa\text{-}\mu$ fading models, which encompass several other well-known models such as Semi-Gaussian, Rayleigh, Rice, Nakagami-m, and Weibull. We provide unprecedented closed-form formulations for the level crossing rate bounds of the product of these widely-known fading processes. Notably, there are no closed forms for the level crossing rate of these products. Therefore, our bounds supply a benchmark for this metric, with one of them serving as an excellent approximation of the exact metric.
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来源期刊
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory 工程技术-工程:电子与电气
CiteScore
5.70
自引率
20.00%
发文量
514
审稿时长
12 months
期刊介绍: The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.
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