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Channel and delay estimation algorithms for wireless communication systems

机译:无线通信系统的信道和延迟估计算法

摘要

This thesis addresses the problem of channel and propagation delay estimation in wireless communication systems. Channel estimation and equalization compensate for channel distortions. Consequently, transmitted data may be reliably recovered. A feasible communication link, in both single user and multi-user communications, requires synchronization between the transmitter and the receiver. Traditional channel estimation and synchronization methods use training data, therefore decreasing the effective data rates. More efficient methods which use smaller amounts of training data are of great interest. In particular blind equalization methods, as well as receiver based synchronization methods enable higher effective data rates.In Global System for Mobile Communications (GSM) more than 22 % of the transmitted signal is used for channel estimation and synchronization purposes. If blind equalization methods could be applied in GSM, this part of the signal could be used for transmitting information bits. Blind channel identifiability problems in GSM are investigated in this thesis. The performance of several blind equalization methods is also evaluated, for both the Gaussian Minimum Shift Keying (GMSK) modulation and for the 8-Phase Shift Keying (8-PSK) modulation proposed for the future evolution of the GSM, Enhance Data Rates for Global Evolution (EDGE). Blind equalization methods are feasible for GSM in low mobility scenarios.The uplink (mobile to base station (BS) link) in direct-sequence code division multiple access (DS-CDMA) wireless networks is asynchronous. A DS-CDMA receiver has to simultaneously estimate channel impulse responses (CIR) and propagation delays for the active users. Commercial CDMA based systems use long spreading codes, with the period much longer than the symbol period. In this thesis, a novel uplink multi-user adaptive receiver is developed for long-code DS-CDMA. It is also capable of tracking time variations of the channels. Multiple antennas are considered at the receiver end, taking advantage of the signal to noise ratio (SNR) gain and the antenna diversity gain. A specific system model is developed, characterized by a channel matrix which also includes the effect of the propagation delays. Estimating the channel matrix leads to the implicit estimation of the propagation delays. Algorithms for the explicit estimation of the propagation delays are also derived. The proposed receiver structures are capable of estimating and tracking the impulse responses of the channels and synchronizing the active users by using low complexity adaptive techniques.This thesis also addresses the problem of channel estimation and time synchronization in Orthogonal Frequency Division Multiplex (OFDM) systems. OFDM is robust with regard to frequency selective channels but is very sensitive to time and frequency synchronization errors. A novel low-complexity iterative method is developed for channel and time-offset estimation in OFDM by using a system model specific to fixed wireless links, e.g. wireless local area networks (WLAN) IEEE 802.11 standard.
机译:本文解决了无线通信系统中信道和传播延迟估计的问题。信道估计和均衡补偿信道失真。因此,可以可靠地恢复发送的数据。在单用户和多用户通信中,可行的通信链路都需要在发送器和接收器之间进行同步。传统的信道估计和同步方法使用训练数据,因此降低了有效数据速率。使用少量训练数据的更有效的方法引起了极大的兴趣。特别是盲目均衡方法以及基于接收器的同步方法可实现更高的有效数据速率。在全球移动通信系统(GSM)中,超过22%的发射信号用于信道估计和同步目的。如果盲均衡方法可以应用于GSM,则信号的这一部分可以用于传输信息比特。本文研究了GSM中的盲信道可识别性问题。还针对高斯最小频移键控(GMSK)调制和针对GSM的未来发展提出的8相频移键控(8-PSK)调制评估了几种盲均衡方法的性能,以提高全球数据速率进化(EDGE)。在低移动性场景中,盲均衡方法对于GSM是可行的。直接序列码分多址(DS-CDMA)无线网络中的上行链路(移动到基站(BS)链路)是异步的。 DS-CDMA接收机必须同时为活动用户估算信道脉冲响应(CIR)和传播延迟。基于商业CDMA的系统使用长扩频码,其周期比符号周期长得多。本文针对长码DS-CDMA,开发了一种新型的上行多用户自适应接收机。它还能够跟踪频道的时间变化。利用信噪比(SNR)增益和天线分集增益,在接收机端考虑使用多个天线。开发了一个特定的系统模型,其特征在于信道矩阵,其中还包括传播延迟的影响。估计信道矩阵导致对传播延迟的隐式估计。还导出了用于显式估计传播延迟的算法。所提出的接收机结构能够利用低复杂度自适应技术来估计和跟踪信道的冲激响应,并使活跃用户同步。本文还解决了正交频分复用(OFDM)系统中的信道估计和时间同步问题。 OFDM在频率选择信道方面很健壮,但对时间和频率同步错误非常敏感。通过使用特定于固定无线链路的系统模型,例如OFDM,开发了一种新颖的低复杂度迭代方法,用于OFDM中的信道和时间偏移估计。无线局域网(WLAN)IEEE 802.11标准。

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  • 作者

    Sirbu Marius;

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  • 年度 2003
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  • 原文格式 PDF
  • 正文语种 en
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