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An SNR-aware inter-symbol data-mapping precoding scheme for single-carrier systems

机译:用于单载波系统的SNR感知符号间数据映射预编码方案

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摘要

This work proposes an inter-symbol data-mapping (ISDM) precoding scheme, which allows the receiver to adaptively select its most suitable data decoder based on the estimated SNR or channel conditions, for single carrier systems. For conventional modulation schemes, the only decoding method for traditional modulations, such as PSK and QAM, is to apply the maximum likelihood (ML) method after channel equalizations. Moreover, if the estimated SNR is unreliable enough to correctly decode the incoming signal, the received frame is usually discarded. As such, the communication system has to lower the symbol modulation order and re-transmit the data. The proposed ISDM scheme rearranges and re-maps a block of data bits to be transmitted so that they are correlated. Then, the receiver can decode the received signal by dynamically selecting the following three proposed decoders: post-equalization ML (PEML) decoder, full-rate most-significant-bit (FR-MSB) decoder and down-rate (DR) decoder based on estimated channel SNRs. For the FR-MSB decoder, its performance is close to the conventional BPSK decoder. On the other hand, PEML decoder can have roughly 2dB better performance than the FR-MSB one, while the DR decoder performs poorer than the FR-MSB one but with a lower computational complexity. Although the DR decoder has lower performance than the other two, its major advantage is able to decrease the ADC sampling rate with the help of multi-phase PLL. As such, the ISDM precoding scheme can provide the system better flexibility in data decoding.
机译:这项工作提出了一种符号间数据映射(ISDM)预编码方案,该方案允许接收器根据估计的SNR或信道条件,为单载波系统自适应地选择其最合适的数据解码器。对于常规调制方案,用于传统调制(例如PSK和QAM)的唯一解码方法是在信道均衡之后应用最大似然(ML)方法。此外,如果估计的SNR不够可靠,无法正确解码输入信号,则通常会丢弃接收到的帧。这样,通信系统必须降低符号调制阶并重新发送数据。提出的ISDM方案重新排列并重新映射了要发送的数据位块,以便它们相互关联。然后,接收器可以通过动态选择以下三种解码器来解码接收到的信号:基于均衡的ML(PEML)解码器,全速率最高有效位(FR-MSB)解码器和基于降速(DR)解码器在估计的信道SNR上。对于FR-MSB解码器,其性能接近常规BPSK解码器。另一方面,PEML解码器的性能比FR-MSB的性能高约2dB,而DR解码器的性能比FR-MSB的性能差,但计算复杂度较低。尽管DR解码器的性能低于其他两个解码器,但其主要优点是能够借助多相PLL降低ADC采样率。这样,ISDM预编码方案可以为系统提供更好的数据解码灵活性。

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