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基于消息传递的大规模多用户MIMO低复杂度的检测算法
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作者 王琼 叶伟 吉明明 《电信科学》 北大核心 2017年第9期1-9,共9页
针对大规模多用户多输入多输出(MIMO)系统中基站端检测复杂度高的问题,提出了一种低复杂度、基于强制收敛的变量节点全信息高斯消息传播迭代检测(VFI-GMPID-FC)算法。首先对传统的GMPID算法进行改进,得到VFI-GMPID算法,VFI-GMPID算... 针对大规模多用户多输入多输出(MIMO)系统中基站端检测复杂度高的问题,提出了一种低复杂度、基于强制收敛的变量节点全信息高斯消息传播迭代检测(VFI-GMPID-FC)算法。首先对传统的GMPID算法进行改进,得到VFI-GMPID算法,VFI-GMPID算法的检测性能逼近最小均方误差检测(MMSE)算法,但复杂度要大大低于MMSE算法。然后结合强制收敛思想和VFI-GMPID,提出VFI-GMPID-FC算法,进一步降低算法复杂度,提升检测效率。最后通过仿真结果表明,所提算法在保证检测性能的同时,能有效地降低算法的复杂度。 展开更多
关键词 大规模多用户MIMO 高斯消息传递迭代检测 强制收敛 低复杂度
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LDPC码低复杂度译码算法研究
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作者 傅强 徐富兵 《中国民航飞行学院学报》 2008年第5期3-5,19,共4页
在描述置信传播(BP)译码算法基础上,研究和分析了两种降低复杂度的译码算法。Min-Sum算法主要讨论了简化校验节点的消息更新运算,并应用密度进化方法对此算法进行极限性能分析,求出最佳修正参数α以改进译码性能。强制收敛技术致力于减... 在描述置信传播(BP)译码算法基础上,研究和分析了两种降低复杂度的译码算法。Min-Sum算法主要讨论了简化校验节点的消息更新运算,并应用密度进化方法对此算法进行极限性能分析,求出最佳修正参数α以改进译码性能。强制收敛技术致力于减少BP和MSA算法译码过程中"激活"节点的数目,从而降低译码复杂度。AWGN信道仿真结果表明,两种算法在降低译码复杂度的同时,译码性能没有明显降低。 展开更多
关键词 LDPC码 置信传播算法 Min-Sum 强制收敛 密度进化
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Convergent mechanism of roadway driven along with strong roof of special thick stratum and its controlled measures 被引量:1
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作者 翟新献 钱鸣高 +1 位作者 景国勋 李永明 《Journal of Coal Science & Engineering(China)》 2004年第1期1-4,共4页
The trapezoidal cross-section roadway, driven along with its medium and fine grain sandstone roof in special thick stratum, was situated in shale strata. Rock-lining wall was employed in roadway, which its roof is in ... The trapezoidal cross-section roadway, driven along with its medium and fine grain sandstone roof in special thick stratum, was situated in shale strata. Rock-lining wall was employed in roadway, which its roof is in the free situation. Under the action of virgin stress, the surrounding rock of roadway was in stability. While under the action of fixed abutment pressure arisen from protection pillar of roadway, which its two sides?seams were extracted, free strong roof of roadway was in the stability. But its two sides?rock-lining walls was fractured, partially broken into pieces, and its floor heave was ob-vious. The velocity of floor heave is 0.4~0.8 mm/d. The size of broken zone of sur-rounding rock of roadway increases doubly. An effective load coefficient of surrounding rock to was quoted illustrate these phenomena. The main reasons of roadway conver-gence are that, rock property of surrounding rock is inferior, protection pillar affects its stability, and supporting pattern employed is improper. At last, effective measures to control roadway convergence should be bolting and grouting lining, which mainly con-solidates surrounding rock of roadway. 展开更多
关键词 strong roof ROADWAY convergence broken zone effective load coefficient
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