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Big Data Application Simulation Platform Design for Onboard Distributed Processing of LEO Mega-Constellation Networks
《China Communications》2024年第7期334-345,共12页Zhang Zhikai Gu Shushi Zhang Qinyu Xue Jiayin 
supported by National Natural Sciences Foundation of China(No.62271165,62027802,62201307);the Guangdong Basic and Applied Basic Research Foundation(No.2023A1515030297);the Shenzhen Science and Technology Program ZDSYS20210623091808025;Stable Support Plan Program GXWD20231129102638002;the Major Key Project of PCL(No.PCL2024A01)。
Due to the restricted satellite payloads in LEO mega-constellation networks(LMCNs),remote sensing image analysis,online learning and other big data services desirably need onboard distributed processing(OBDP).In exist...
关键词：big data application Hadoop LEO mega-constellation multidimensional simulation onboard distributed processing 
Event-Driven Non-Intrusive Load Monitoring Algorithm Based on Targeted Mining Multidimensional Load Characteristics
《China Communications》2023年第5期40-56,共17页Gang Xie Hongpeng Wang 
supported by National Natural Science Foundation of China(No.61531007).
Nowadays,the advancement of nonintrusive load monitoring(NILM)has been hastened by the ever-increasing requirements for the reasonable use of electricity by users and demand side management.Although existing researche...
关键词：non-intrusive load monitoring learning to ranking smart grid electrical characteristics 
Design of Multichannel Adaptive Filter by Constructing Multidimensional Wiener-Hopf Equation
《China Communications》2022年第7期124-134,共11页Zhisong Hao Chaoyu He Min Jia Leilei Wu 
supported by the Natural Science Foundation for Outstanding Young Scholars of Heilongjiang Province under Grant YQ2020F001;the National Key Research and Development Program of China under Grant 2021YFB2900500;the Fundamental Research Funds for the Central Universities under Grant FRFCU 9803503821
In the satellite-to-ground high-speed data transmission link,there are signal self-interference problems of symbols in the co-channel,as well as between orthogonal and polarized channels.A multichannel adaptive filter...
关键词：satellite-ground data transmission link symbol self-interference multidimensional WienerHopf equation 
User-Level Sentiment Evolution Analysis in Microblog
《China Communications》2014年第12期152-163,共12页ZHANG Lumin JIA Yan ZHU Xiang ZHOU Bin HAN Yi 
ACKNOWLEDGEMENTS The authors would like to thank the reviewers for their detailed reviews and constructive comments, which have helped improve the quality of this paper. The research was supported in part by National Basic Research Program of China （973 Program, No. 2013CB329601, No. 2013CB329604）, National Natural Science Foundation of China （No.91124002, 61372191, 61472433, 61202362, 11301302）, and China Postdoctoral Science Foundation （2013M542560）. All opinions, findings, conclusions and recommendations in this paper are those of the authors and do not necessarily reflect the views of the funding agencies.
People's attitudes towards public events or products may change overtime,rather than staying on the same state.Understanding how sentiments change overtime is an interesting and important problem with many application...
关键词：data mining sentiment evolution multidimensional sentiment model frequent sentiment patterns microblog 
Traffic Characteristics Based Dynamic Radio Resource Management in Heterogeneous Wireless Networks被引量：4
《China Communications》2014年第1期1-11,共11页WEN Juan SHENG Min ZHANG Yan WANG Xijun LI Yuzhou 
ACKNOWLEDGEMENT This work was supported by the National Na- tural Science Foundation of China under Gra- nts No. 61172079, 61231008, No. 61201141, No. 61301176; the National Basic Research Program of China （973 Program） under Grant No. 2009CB320404; the 111 Project under Gr- ant No. B08038; the National Science and Tec- hnology Major Project under Grant No. 2012- ZX03002009-003, No. 2012ZX03004002-003; and the Shaanxi Province Science and Techno- logy Research and Development Program un- der Grant No. 2011KJXX-40.
The traffic with tidal phenomenon in Heterogeneous Wireless Networks(HWNs)has radically increased the complexity of radio resource management and its performance analysis.In this paper,a Simplified Dynamic Hierarchy R...
关键词：heterogeneous wireless networks radio resource management multidimensional Markov analysis tidal traffic performance analysis 
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