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Delay and Doppler shift joint tracking method for OFDM based aeronautical communication systems

机译:基于OFDM的航空通信系统的时延和多普勒频移联合跟踪方法

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The aeronautical wireless channel can be modeled as a sparse double-selective channel, which includes a strong Lineof-Sight (LOS) path and a weak reflected diffuse path Compared with the LOS path's, delay and Doppler shift of the reflected path are more difficult to be estimated, which are time-varying and non-stationary. With equalization using non-sufficient delay and Doppler shift estimation, OFDM system will be faced with serious inter-carrier interference (ICI). To obtain more accurate channel estimation values, we discussed the time-varying characteristic of delay and Doppler shift, and proposed a delay and Doppler shift joint tracking method based on extended Kalman filter. The simulation results show that the proposed method can track the channel parameters accurately, with fast convergence speed. Monte-Carlo simulations were also carried out to evaluate the BER performances of OFDM systems with our proposed tracking method in the typical two-ray aeronautical channel, and zero-force equalization was adopted to cancel ICI. The simulation results justified effectiveness of the joint tracking method.
机译:航空无线信道可以建模为稀疏的双选信道,其中包括强视线(LOS)路径和弱反射扩散路径。与LOS路径相比,反射路径的延迟和多普勒频移更难于识别估计,它们是随时间变化的并且是非平稳的。随着使用不充分的延迟的均衡和多普勒频移估计,OFDM系统将面临严重的载波间干扰(ICI)。为了获得更准确的信道估计值,我们讨论了时延和多普勒频移的时变特性,并提出了一种基于扩展卡尔曼滤波器的时延和多普勒频移联合跟踪方法。仿真结果表明,该方法能够准确地跟踪信道参数,收敛速度快。利用我们提出的跟踪方法,在典型的两线航空航道上,还进行了蒙特卡洛仿真来评估OFDM系统的BER性能,并采用零力均衡来消除ICI。仿真结果证明了联合跟踪方法的有效性。

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