论文标题

在干涉的情况下,基于LEO卫星的物联网网络的性能分析

Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference

论文作者

Dwivedi, Ayush Kumar, Chaudhari, Sachin, Varshney, Neeraj, Varshney, Pramod K.

论文摘要

本文介绍了使用巨型低轨道星座的The Internet Internet网络(IoT)网络的明星拓扑。所提出的拓扑使IoT用户可以通过共享频道同时将其感知的数据传播到多个卫星,然后使用放大和前向继电器将其传输到地面站(GS)。 GS相干地结合了来自多个卫星的信号,使用最大比率组合。为了分析在干扰存在下提出的拓扑的性能,假设GS处的通道状态不完善,则进行全面的停电概率(OP)分析。本文采用随机几何形状来对卫星的随机位置进行建模,从而使分析通用并独立于任何特定的星座。此外,本文研究了连续的干扰取消(SIC)和捕获模型(CM)基于GS的解码方案,以减轻干扰。基于CM的方案的平均OP和SIC方案最佳用户的OP是分析得出的。本文还提供了在高信噪比(SNR)假设下对OP的简化表达式,该假设可用于优化实现目标OP的系统参数。仿真结果与分析表达式一致,并提供有关各种系统参数(例如掩模角,高度,卫星数量和解码顺序)影响的见解。这项研究的结果表明,拟议的拓扑结构可以有效利用多个卫星的好处来实现所需的OP,并在物联网使用者之间无需协调的情况下爆发传输,这是基于卫星的物联网网络的诱人选择。

This paper presents a star-of-star topology for internet-of-things (IoT) networks using mega low-Earth-orbit constellations. The proposed topology enables IoT users to broadcast their sensed data to multiple satellites simultaneously over a shared channel, which is then relayed to the ground station (GS) using amplify-and-forward relaying. The GS coherently combines the signals from multiple satellites using maximal ratio combining. To analyze the performance of the proposed topology in the presence of interference, a comprehensive outage probability (OP) analysis is performed, assuming imperfect channel state information at the GS. The paper employs stochastic geometry to model the random locations of satellites, making the analysis general and independent of any specific constellation. Furthermore, the paper examines successive interference cancellation (SIC) and capture model (CM)-based decoding schemes at the GS to mitigate interference. The average OP for the CM-based scheme and the OP of the best user for the SIC scheme are derived analytically. The paper also presents simplified expressions for the OP under a high signal-to-noise ratio (SNR) assumption, which are utilized to optimize the system parameters for achieving a target OP. The simulation results are consistent with the analytical expressions and provide insights into the impact of various system parameters, such as mask angle, altitude, number of satellites, and decoding order. The findings of this study demonstrate that the proposed topology can effectively leverage the benefits of multiple satellites to achieve the desired OP and enable burst transmissions without coordination among IoT users, making it an attractive choice for satellite-based IoT networks.

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