基于数据融合和MMSE估计的IEEE 802.11p信道脉冲响应估计

Giulio Ministeri, L. Vangelista
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引用次数: 1

摘要

在基于IEEE 802.11p标准的系统中,信道脉冲响应的跟踪仍然是一个开放的研究课题。IEEE 802.11p标准是车辆区域网络(VANETs)物理层中最广泛接受的标准。在本文中,我们的目标是利用包括信道解码在内的数据辅助算法来改进先前提出的信道估计器,以提高估计数据的质量。此外,我们提出了一种利用外部传感器(如GPS或速度计)提供的信息的新技术,这些传感器通常存在于车辆中。目前提出的算法在非视距链路条件下进行了分析;本文还对视距条件下的性能进行了分析。仿真结果表明,在高速公路场景下,这两种方案在分组错误率和信道估计误差方面都有很大的改进,而高速公路场景是信道响应跟踪器面临的最大压力环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel Impulse Response Estimation in IEEE 802.11p via Data Fusion and MMSE Estimator
Tracking the channel impulse response in systems based on the IEEE 802.11p standard, the most widely accepted standard for the physical layer in vehicular area networks (VANETs), is still an open research topic. In this paper we aim to improve previously proposed channel estimators by utilizing data aided algorithm that includes the channel decoding to enhance the quality of the estimated data. Moreover we propose a novel technique that exploits information provided by external sensors like GPS or speedometer, usually present in vehicles. The algorithm proposed so far has been analyzed in non-line-of-sight link conditions; in this paper we present an analysis of performances in the line-of-sight condition as well. Simulations show that both proposals give considerable improvements in terms of packet error rate and channel estimation error in the highway scenario which is surely the most stressing environment for the channel response tracker.
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