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Intelligent Covert Communication Design for Cooperative Cognitive Radio Network 被引量:2
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作者 Zan Li Jia Shi +3 位作者 Chao Wang Danyang Wang Xiaomeng Li xiaomin liao 《China Communications》 SCIE CSCD 2023年第7期122-136,共15页
Extensive research attentions have been devoted to studying cooperative cognitive radio networks(CCRNs),where secondary users(SU)providing cooperative transmissions can be permitted by primary users(PU)to use spectrum... Extensive research attentions have been devoted to studying cooperative cognitive radio networks(CCRNs),where secondary users(SU)providing cooperative transmissions can be permitted by primary users(PU)to use spectrum.In order to maximize SU’s utility,SU may transmit its own information during the period of cooperative transmission,which stimulates the use of covert transmission against PU’s monitoring.For this sake,this article reviews the motivations of studying covert communications in CCRN.In particular,three intelligent covert transmission approaches are developed for maximizing SU’s utility in CCRNs,namely,intelligent parasitic covert transmission(IPCT),intelligent jammer aided covert transmission(IJCT)and intelligent reflecting surface assisted covert transmission(IRSC).Further,some raw performance evaluations are discussed,and a range of potential research directions are also provided. 展开更多
关键词 cognitive radio networks covert transmis-sion machine learning
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面向认知物联网的隐蔽通信智能功率控制 被引量:10
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作者 李赞 廖晓闽 +1 位作者 石嘉 肖培 《物联网学报》 2020年第1期52-58,共7页
针对认知物联网的安全问题,提出了一种基于生成对抗网络的认知物联网隐蔽通信智能功率控制算法。首先将认知物联网隐蔽通信问题转化为认知物联网用户和窃听者之间的动态博弈问题,然后利用生成器模仿认知物联网用户,利用鉴别器模仿窃听者... 针对认知物联网的安全问题,提出了一种基于生成对抗网络的认知物联网隐蔽通信智能功率控制算法。首先将认知物联网隐蔽通信问题转化为认知物联网用户和窃听者之间的动态博弈问题,然后利用生成器模仿认知物联网用户,利用鉴别器模仿窃听者,两者分别采用3层神经网络构建,并通过二人零和博弈实现学习优化过程,最终达到纳什均衡,获得隐蔽功率控制方案。仿真结果表明,所提出的算法收敛速度快,不仅可以获得近似最优的隐蔽功率控制方案,而且在未来认知物联网中更具有实用性。 展开更多
关键词 认知物联网 隐蔽通信 生成对抗网络 功率控制
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Hypoxia-stressed cardiomyocytes promote early cardiac differentiation of cardiac stem cells through HIF-1α/Jagged1/Notch1 signaling 被引量:10
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作者 Keke Wang Ranran Ding +8 位作者 Yanping Ha Yanan Jia xiaomin liao Sisi Wang Rujia Li Zhihua Shen Hui Xiong Junli Guo Wei Jie 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2018年第5期795-804,共10页
Hypoxia is beneficial for the differentiation of stem cells transplanted for myocardial injury,but mechanisms underlying this benefit remain unsolved. Here, we report the impact of hypoxia-induced Jagged1 expression i... Hypoxia is beneficial for the differentiation of stem cells transplanted for myocardial injury,but mechanisms underlying this benefit remain unsolved. Here, we report the impact of hypoxia-induced Jagged1 expression in cardiomyocytes(CMs) for driving the differentiation of cardiac stem cells(CSCs).Forced hypoxia-inducible factor 1α(HIF-1α) expression and physical hypoxia(5% O_2) treatment could induce Jagged1 expression in neonatal rat CMs. Pharmacological inhibition of HIF-1α by YC-1 attenuated hypoxia-promoted Jagged1 expression in CMs. An ERK inhibitor(PD98059), but not inhibitors of JNK(SP600125), Notch(DAPT), NF-κB(PTDC), JAK(AG490), or STAT3(Stattic) suppressed hypoxiainduced Jagged1 protein expression in CMs. c-Kit^+ CSCs isolated from neonatal rat hearts using a magnetic-activated cell sorting method expressed GATA4, SM22α or vWF, but not Nkx2.5 and cTnI.Moreover, 87.3% of freshly isolated CSCs displayed Notch1 receptor expression. Direct co-culture of CMs with BrdU-labeled CSCs enhanced CSCs differentiation, as evidenced by an increased number of BrdU^+/Nkx2.5^+ cells, while intermittent hypoxia for 21 days promoted co-culture-triggered differentiation of CSCs into CM-like cells. Notably, YC-1 and DAPT attenuated hypoxia-induced differentiation.Our results suggest that hypoxia induces Jagged1 expression in CMs primarily through ERK signaling,and facilitates early cardiac lineage differentiation of CSCs in CM/CSC co-cultures via HIF-1α/Jagged1/Notch signaling. 展开更多
关键词 Cardiac stem CELL Cardiomyocyte Co-culture HYPOXIA NOTCH1 SIGNALING CELL differentiation
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Built in electric field boosted photocatalytic performance in a ferroelectric layered material SrBi_(2)Ta_(2)O_(9)with oriented facets:Charge separation and mechanism insights
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作者 Biru liao xiaomin liao +6 位作者 Huiyuan Xie Yuanchu Qin Yi Zhu Yang Yu Sen Hou Yuanming Zhang Xiaoyun Fan 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2022年第28期222-233,共12页
Antibiotics have received increasing attention due to their potential adverse effects on aquatic life and human health.How to efficiently degrade them into harmless substances is a challenging subject.Ferroelectric ma... Antibiotics have received increasing attention due to their potential adverse effects on aquatic life and human health.How to efficiently degrade them into harmless substances is a challenging subject.Ferroelectric materials with a built-in electric field can offer a strong separation ability for the photoinducedcharge pairs and are now found to be used as photocatalysts.Herein,a series of different morphologies of SrBi_(2)Ta_(2)O_(9)ferroelectric photocatalysts with high antibiotic degradation efficiency have been successfully synthesized through a molten salt method.With the addition of KCl,SrBi_(2)Ta_(2)O_(9)(SBTO 3)with exposed(001)facets shows the most excellent photocatalytic activity for decomposing tetracycline(TC)and ciprofloxacin(CIP)under visible light illumination(λ>420 nm).The rate constants of SBTO 3 for TC and CIP degradation are 1.38×10^(–1)and 4.54×10^(–2)min^(–1),which are 18 and 138 times that of the unmodified sample,respectively.The enhancement of photocatalytic performance is mainly attributed to the spontaneous polarization electric field along the[001]direction which provides a strong driven force for the separation of photoinduced charges.The KPFM results also confirm that the superior photocatalytic activity is consistent with the big large surface potential changes before and after light irradiation.The possible degradation pathways and intermediates of TC and CIP were well analyzed by DFT calculation and LC-MS.The results highlight that morphology control of the ferroelectric materials exhibits enhanced photocatalytic performance for the degradation of the antibiotic. 展开更多
关键词 SrBi_(2)Ta_(2)O_(9) Morphology FERROELECTRIC Photocatalysis ANTIBIOTICS Built-in electric field
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