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On Efficient and Low-Complexity Decoding of Binary LDPC-Coded CSK Signals for GNSS Links with Increased Data Rates

机译:数据速率提高的GNSS链路的二进制LDPC编码CSK信号的高效且低复杂度解码

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GNSS with high data rate links are of interest to accommodate new needs and applications (e.g. precise positioning, authentication, reduction of TTFFD). In this context, a binary LDPC-coded CSK signal is an attractive candidate to increase data rates with a high data recovery robustness. However, such a proposal requires an increase of receiver's computational complexity with respect to receivers for current coded DSSS/BPSK GNSS links. The computational complexity required for data recovery is analysed in this article and insights on crucial technical choices are given for the reception of binary LDPC-coded CSK signals. CSK demodulation is shown to dominate the overall computational cost and the use of digital chip-matched filtering prior to demodulation is proposed to reduce this cost. In addition, iterative demapping, which is crucial to optimize the power efficiency of binary LDPC-coded CSK links is also shown to have high computational complexity. Therefore, low-complexity iterative demapping strategies are studied and simple yet efficient solutions are proposed.
机译:具有高数据速率链路的GNSS可以满足新的需求和应用(例如精确定位,认证,降低TTFFD)。在这种情况下,二进制LDPC编码的CSK信号是具有高数据恢复健壮性的增加数据速率的诱人候选。然而,相对于用于当前编码的DSSS / BPSK GNSS链路的接收器,这样的提议需要增加接收器的计算复杂度。本文分析了数据恢复所需的计算复杂性,并对接收二进制LDPC编码的CSK信号的关键技术选择提供了见识。事实表明,CSK解调将占据总体计算成本,并且建议在解调之前使用数字芯片匹配滤波来降低此成本。此外,对于优化二进制LDPC编码的CSK链路的功率效率至关重要的迭代解映射也显示出很高的计算复杂性。因此,研究了低复杂度的迭代解映射策略,并提出了简单而有效的解决方案。

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