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Performance comparison of LDPC-Coded IDMA system with equal spreading and unequal spreading

机译:LDPC编码的IDMA系统在等扩展和不等扩展下的性能比较

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A scheme of applying unequal spreading to LDPC-Coded IDMA system was proposed. The issue of LDPC-Coded IDMA system with equal spreading and unequal spreading was studied. Gaussian approximation was applied to the messages probability density distribution function between nodes on factor graph of LDPC-Coded spreading system. We compare two cases, the first is optimization of LDPC with fixed spreading factor, and the second is joint optimization of LDPC and spreading degree. By means of iteration and applying the method of differential evolution we obtained degree profiles in the case of 8 users with equal spreading and unequal spreading on condition that the system spectral efficiency is the same. We constructed the check matrix randomly based on the optimized degree profiles and made simulations. It has shown that the performance of LDPC-Coded spreading IDMA system cannot be improved by joint optimization of LDPC code and spreading degree for AWGN Multiple Access Channel (MAC) from the perspective of approaching MAC channel capacity. The result gives us guidance in designing LDPC-Coded IDMA spreading system.
机译:提出了一种将不等扩应用于LDPC编码的IDMA系统的方案。研究了等扩展和不等扩展的LDPC编码的IDMA系统问题。在LDPC编码扩展系统的因子图上,将高斯近似应用于节点之间的消息概率密度分布函数。我们比较了两种情况,第一种是具有固定扩展因子的LDPC优化,第二种是LDPC和扩展度的联合优化。通过迭代并应用差分进化的方法,我们在系统频谱效率相同的情况下,在8个用户具有相等扩展和不相等扩展的情况下获得了度分布图。我们基于优化的度分布图随机构建了检查矩阵,并进行了仿真。结果表明,从接近MAC信道容量的角度出发,通过联合优化LDPC码和AWGN多路访问信道(MAC)的扩展程度不能提高LDPC编码扩展IDMA系统的性能。结果为我们设计LDPC编码的IDMA扩展系统提供了指导。

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