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Compressive sensing based channel estimation for layered modulation OFDM scheme

机译:基于压缩感知的分层调制OFDM方案的信道估计

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Time-domain synchronous orthogonal frequency division multiplexing (TDS-OFDM) is widely recognized as an orthogonal frequency division multiplexing (OFDM) transmission scheme with high spectral effciency. However, it suffers from severe performance loss over strong frequency selective channels, thus has difficulty supporting high-order modulations such as 256 QAM. To improve the channel estimation (CE) performance and support high-order modulation in TDS-OFDM system, we divide the OFDM block into several independent layers which are encoded and modulated separately. In the receiver, the pseudorandom noise (PN) sequence can give a coarse CE and then the low-order modulated symbols can be accurately decoded. By using the auxiliary information based subspace pursuit (A-SP) algorithm on the demodulated data, a precise CE can be given to support high-order modulated data's decoding. Simulations show that the proposed compressive sensing based channel estimation scheme performs well under different channels.
机译:时域同步正交频分复用(TDS-OFDM)被公认为具有高频谱效率的正交频分复用(OFDM)传输方案。然而,它在强频率选择信道上遭受严重的性能损失,因此难以支持诸如256 QAM的高阶调制。为了提高信道估计(CE)性能并支持TDS-OFDM系统中的高阶调制,我们将OFDM块划分为几个独立的层,分别对其进行编码和调制。在接收机中,伪随机噪声(PN)序列可以给出一个粗略的CE,然后可以对低阶调制符号进行准确解码。通过对解调后的数据使用基于辅助信息的子空间追踪(A-SP)算法,可以给出精确的CE来支持高阶调制数据的解码。仿真结果表明,所提出的基于压缩感知的信道估计方案在不同信道下性能良好。

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