低信噪比动态时变信道中频移估计技术研究
he Research on Frequency Offset Estimation Technology in Dynamic Time-Varying Channel with Low SNR
由于多普勒效应,收发振荡器差异等原因,收发信号之间总会存在一定的频率偏移。频率偏移会带对无线通信的解调、解扰等产生很大影响,更是会导致OFDM系统产生码间干扰,所以我们需要对接收信号的频率偏移进行准确地估计,以便之后进行补偿,消除频率偏移带来的影响。随着人们对通信技术的需求日益增长,低信噪比,动态时变信道中的频移估计成了一个难题。本文主要对比分析了多种频移估计方法,包括时域和频域的算法,基于数据辅助和非基于数据辅助的。调研的算法在准确度和算法复杂度上都不能同时取得较好的效果。经过综合对比、分析、改进,本文提出了一种集成多种FFT(快速傅立叶变换)插值估计方法的算法,仿真表明在信噪比低至0dB条件下,本算法频移估计均方误差(MSE)低于1e-4,而且不会因为频率偏移值大小改变而产生较大浮动。
ue to the Doppler effect, the difference in the transceiving oscillator, etc., there is always a certain frequency offset between the transceiving signals. The frequency offset will have a great influence on the demodulation and descrambling of wireless communication, and it will cause inter-symbol interference in the OFDM system. Therefore, we need to accurately estimate the frequency offset of the received signal for later compensation. Eliminate the effects of frequency offsets. With the increasing demand for communication technology and low signal-to-noise ratio, frequency shift estimation in dynamic time-varying channels has become a problem. This paper mainly compares and analyzes various frequency shift estimation methods, including time domain and frequency domain algorithms, based on data assisted and non-data assisted. The research algorithm can not achieve good results at the same time in accuracy and algorithm complexity. After comprehensive comparison, analysis and improvement, this paper proposes an algorithm integrating multiple FFT interpolation estimation methods. The simulation shows that the mean square error (MSE) of the frequency shift estimation of this algorithm is lower than 10-- under the condition of SNR as low as 0 db. 4, and will not cause a large fluctuation due to the change in the frequency offset value.
叶露聪、林家儒
无线通信通信
频移估计信道估计多普勒频移FFT插值
Frequency Offset Estimationchannel EstimationDoppler shiftFFTinterpolation
叶露聪,林家儒.低信噪比动态时变信道中频移估计技术研究[EB/OL].(2019-01-14)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201901-83.点此复制
评论