A general method for evaluating outage probabilities using Pade approximations

Jack W. Stokes, J. Ritcey
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引用次数: 11

Abstract

Many different methods have been derived for evaluating the outage probability given fading, shadowing, or a combination of fading and shadowing, However, each of these methods imposes restrictions on the parameters or combination of fading and shadowing distributions. In this paper, we develop a general method to evaluate outage probabilities without restrictions based on Pade approximations (PAs). Results show that imposing restrictions on the channel model, such as the Ricean specular parameter, can lead to large errors in the outage probability. The PA method is applicable to both the forward link and the reverse link and is extremely efficient due to the use of residues or saddle point integration. Pade approximations allow the use of any fading or shadowing models given the moments of each distribution. In addition, this new method includes the effects of complex AWGN. For pico-cellular environments operating at low values of carrier SNR, we show that the noise provides a significant contribution to the outage probability.
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使用Pade近似评估中断概率的一般方法
在给定衰落、阴影或衰落和阴影组合的情况下,已经衍生出许多不同的方法来评估中断概率,然而,每种方法都对衰落和阴影分布的参数或组合施加了限制。在本文中,我们开发了一种基于Pade近似(PAs)的无限制停电概率评估的通用方法。结果表明,对信道模型施加限制,如Ricean镜面参数,会导致中断概率的较大误差。该方法既适用于正链,也适用于反链,由于使用了残数或鞍点积分,效率极高。page近似允许使用给定每个分布矩的任何衰落或阴影模型。此外,该方法还考虑了复合AWGN的影响。对于在低载波信噪比下运行的微蜂窝环境,我们表明噪声对中断概率有重要贡献。
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