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Wavelet Decomposition based Channel Estimation and Digital Domain Self-Interference Cancellation in In-band Full-Duplex OFDM Systems

机译:带内全双工OFDM系统中基于小波分解的信道估计和数字域自干扰消除

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This paper presents a novel digital domain self-interference (SI) cancellation scheme for full-duplex (FD) OFDM systems employing noise robust SI channel estimation technique. First using the least-square (LS) technique, both the desired and the SI channels are estimated jointly assuming that the desired as well as SI signals are perfectly known. Since, LS estimator does not consider any noise effect in obtaining its solution, it may suffers from noise. Next, to suppress the noise effect, we propose wavelet decomposition (WD) of SI channel estimate to perform denoising in time domain. In the proposed algorithm, a standard deviation of noise obtained by WD is used as a threshold value which is a requisite to achieve an optimal performance. The simulation results show that the proposed algorithm outperforms the joint LS algorithm as well as the previous works using conventional LS where the desired signal is assumed as noise.
机译:本文提出了一种采用噪声鲁棒SI信道估计技术的全双工(FD)OFDM系统的新型数字域自干扰(SI)消除方案。首先使用最小二乘(LS)技术,假定理想信号和SI信号是众所周知的,则共同估计所需信道和SI信道。由于LS估计器在获得其解时未考虑任何噪声影响,因此可能会受到噪声的影响。接下来,为了抑制噪声影响,我们提出SI信道估计的小波分解(WD)以在时域中执行去噪。在提出的算法中,由WD获得的噪声的标准偏差用作阈值,这是实现最佳性能的必要条件。仿真结果表明,所提出的算法优于联合LS算法以及以往使用传统LS算法的工作,在传统算法中,期望信号被假定为噪声。

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