An iterative transmit power allocation (PA) algorithm was proposed for group-wise space-time block coding (G-STBC) systems with group-wise successive interference cancellation (GSIC) receivers. Group-wise interference...An iterative transmit power allocation (PA) algorithm was proposed for group-wise space-time block coding (G-STBC) systems with group-wise successive interference cancellation (GSIC) receivers. Group-wise interference suppression (GIS) filters are employed to separate each group's transmit signals from other interferences and noise. While the total power on all transmit symbols is constrained, all transmit PA coefficients are updated jointly according to the channel information at each iteration. Through PA, each detection symbol has the same post-detection signal to interference-and-noise ratio (SINR). The simulation results verify that the proposed PA algorithm converges at the equilibrium quickly after few iterations, and it achieves much lower bit error rates than the previous single symbol SIC PA and the fixed ratio PA algorithms for G-STBC systems with GSIC receivers .展开更多
Zero correlation window （ZCW） or zero correlation zone （ZCZ） sequence can be used in quasi-synchronous code division multiple access （QS-CDMA） system to eliminate multiple access and multipath interferences. How...Zero correlation window （ZCW） or zero correlation zone （ZCZ） sequence can be used in quasi-synchronous code division multiple access （QS-CDMA） system to eliminate multiple access and multipath interferences. However, as the length of ZCW or ZCZ increases, fewer sequences are available. Recently, a new concept, sequence set with group-wise zero correlation window is introduced, which can increase the number of available sequences for a QS-CDMA system. In this article, a new method for generating sequence set with group-wise zero correlation window is presented. This method is based on a Hadamard matrix of size N×N and a pair of Hadamard matrices of size M×M. Compared with previous methods, the proposed sequence set has a group-wise zero correlation window for both periodic and aperiodic cross-correlation functions.展开更多
如何在海量数据集中提高频繁项集的挖掘效率是目前研究的热点.随着数据量的不断增长,使用传统算法产生频繁项集的计算代价依然很高.为此,提出一种基于Spark的频繁项集快速挖掘算法(fast mining algorithm of frequent itemset based on ...如何在海量数据集中提高频繁项集的挖掘效率是目前研究的热点.随着数据量的不断增长,使用传统算法产生频繁项集的计算代价依然很高.为此,提出一种基于Spark的频繁项集快速挖掘算法(fast mining algorithm of frequent itemset based on spark,Fmafibs),利用位运算速度快的特点,设计了一种新颖的模式增长策略.该算法首先采用位串表达项集,利用位运算来快速生成候选项集;其次,针对超长位串计算效率低的问题,考虑将事务垂直分组处理,将同一事务不同组之间的频繁项集通过连接获得候选项集,最后进行聚合筛选得到最终频繁项集.算法在Spark环境下,以频繁项集挖掘领域基准数据集进行实验验证.实验结果表明所提方法在保证挖掘结果准确的同时,有效地提高了挖掘效率.展开更多
针对未编码的多输入多输出(MIMO,Multi-Input Multi-Output)系统,提出一种复杂度适中的分组全分集全码率(GFDFR,Group-wise Full Diversity Full Rate)空时编码方案。该方案通过在发送端进行天线分组,各组独立编码,减小全分集全码率(FDF...针对未编码的多输入多输出(MIMO,Multi-Input Multi-Output)系统,提出一种复杂度适中的分组全分集全码率(GFDFR,Group-wise Full Diversity Full Rate)空时编码方案。该方案通过在发送端进行天线分组,各组独立编码,减小全分集全码率(FDFR,Full Diversity FullRate)编码块的大小从而降低系统编解码复杂度;在频率选择性信道中,进一步对子载波分组进行独立编码,获得频率分集(或多径分集),以适中的复杂度在不降低系统分集度的情况下保证了信息的全码率传输,是一种在MIMO信道中极具实用价值的空时编码方案。展开更多
基金The National High Technology ResearchDevelopment Program of China (863 Pro-gram) (No003aa12331007)National Nat-ural Science Foudation of China ( No60572157,60332030)
文摘An iterative transmit power allocation (PA) algorithm was proposed for group-wise space-time block coding (G-STBC) systems with group-wise successive interference cancellation (GSIC) receivers. Group-wise interference suppression (GIS) filters are employed to separate each group's transmit signals from other interferences and noise. While the total power on all transmit symbols is constrained, all transmit PA coefficients are updated jointly according to the channel information at each iteration. Through PA, each detection symbol has the same post-detection signal to interference-and-noise ratio (SINR). The simulation results verify that the proposed PA algorithm converges at the equilibrium quickly after few iterations, and it achieves much lower bit error rates than the previous single symbol SIC PA and the fixed ratio PA algorithms for G-STBC systems with GSIC receivers .
基金supported by the National Natural Science Foundation of China(60272026,60872061)the PhD Programs Foundation of Ministry of Education of China(20060216010)the Scientific Research Foundation for the Returned Overseas Chinese Scholars,Ministry of Education of China
文摘Zero correlation window （ZCW） or zero correlation zone （ZCZ） sequence can be used in quasi-synchronous code division multiple access （QS-CDMA） system to eliminate multiple access and multipath interferences. However, as the length of ZCW or ZCZ increases, fewer sequences are available. Recently, a new concept, sequence set with group-wise zero correlation window is introduced, which can increase the number of available sequences for a QS-CDMA system. In this article, a new method for generating sequence set with group-wise zero correlation window is presented. This method is based on a Hadamard matrix of size N×N and a pair of Hadamard matrices of size M×M. Compared with previous methods, the proposed sequence set has a group-wise zero correlation window for both periodic and aperiodic cross-correlation functions.
文摘如何在海量数据集中提高频繁项集的挖掘效率是目前研究的热点.随着数据量的不断增长,使用传统算法产生频繁项集的计算代价依然很高.为此,提出一种基于Spark的频繁项集快速挖掘算法(fast mining algorithm of frequent itemset based on spark,Fmafibs),利用位运算速度快的特点,设计了一种新颖的模式增长策略.该算法首先采用位串表达项集,利用位运算来快速生成候选项集;其次,针对超长位串计算效率低的问题,考虑将事务垂直分组处理,将同一事务不同组之间的频繁项集通过连接获得候选项集,最后进行聚合筛选得到最终频繁项集.算法在Spark环境下,以频繁项集挖掘领域基准数据集进行实验验证.实验结果表明所提方法在保证挖掘结果准确的同时,有效地提高了挖掘效率.
文摘针对未编码的多输入多输出(MIMO,Multi-Input Multi-Output)系统,提出一种复杂度适中的分组全分集全码率(GFDFR,Group-wise Full Diversity Full Rate)空时编码方案。该方案通过在发送端进行天线分组,各组独立编码,减小全分集全码率(FDFR,Full Diversity FullRate)编码块的大小从而降低系统编解码复杂度;在频率选择性信道中,进一步对子载波分组进行独立编码,获得频率分集(或多径分集),以适中的复杂度在不降低系统分集度的情况下保证了信息的全码率传输,是一种在MIMO信道中极具实用价值的空时编码方案。
