基于低密度奇偶校验(LDPC)码技术和最大似然(ML)检测的MIMO DVB-T2系统性能分析

Maudy Arini Fitria Chakiki, I. Astawa, Anang Budikarso
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引用次数: 3

摘要

MIMO(多输入多输出)系统在多路径组件上工作得非常好。利用一些多径组件来提高带宽分集和效率。此外,该系统还在不增加频率和发射功率的情况下,显著提高了数据吞吐量和通信覆盖范围。即便如此,这个系统仍然容易受到符号间干扰。低密度奇偶校验(LDPC)技术有能力纠正香农极限附近的错误(理论最大纠错限制)和最大似然(ML)检测,能够提供性能最小的比特错误,被认为能够处理通过信道时产生的干扰。本研究利用LDPC编码技术和最大似然检测器,实现了基于DVB-T2技术的MIMO 2X2仿真系统。仿真系统的运行结果表明,速率越小的系统越好。没有纠错码的理想系统在20db时显示出最大似然性能,形成瀑布曲线,没有更多的误差。而具有LDPC和最大似然的系统能够在1/2速率系统的信噪比(信噪比)约为1 dB时达到BER(误码率)10-2,3/4速率系统在4 dB左右达到BER 10-2, 5/6速率系统在信噪比约为6 dB时达到BER 10-2。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of DVB-T2 System Based on MIMO Using Low Density Parity Check (LDPC) Code Technique and Maximum Likelihood (ML) Detection
The MIMO (Multiple Input Multiple Output) system works very well on multipath components. Some multipath components are exploited to increase bandwidth diversity and efficiency. In addition, this system also provides a significant increase in data throughput and communication coverage without expand the frequency and transmit power. Even so, this system is still vulnerable to InterSymbol Interference. Low Density Parity Check (LDPC) technique which is has the ability to correct errors near the Shannon limit (theoretical maximum error correction limit) and Maximum likelihood (ML) detection which is able to provide performance minimum bit errors are believed to be able to handle interference arising when passing through a channel.This research made a MIMO 2X2 simulation system on DVB-T2 technology with LDPC coding technique and Maximum Likelihood detector. The results obtained from running this simulation system indicate that the system which is has smaller rate is the better system. The ideal system without error correction code shows the Maximum Likelihood performance forming a waterfall curve and no more errors at 20 dB. While the system with LDPC and Maximum Likelihood is able to reaches BER (bit error rate) 10-2 at SNR (Signal to Noise Ratio) around 1 dB from the 1/2 rate system, and the 3/4 rate system reaches BER 10-2 at around 4 dB, and the 5/6 rate system reaches BER 10-2 at SNR around 6 dB.
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