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一种基于深度Q学习的移动自组网稳定路由
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作者 高翔 马少斌 张成文 《南昌大学学报(工科版)》 CAS 2022年第1期91-96,共6页
节点的移动降低了认知无线电-移动自组网(CR-MANETs)路由的稳定性。为此,针对CR-MANETs网络,提出基于深度Q学习的稳定路由(DQLR)。设计DQLR路由的目的在于最小化端到端队列时延和提高链路稳定性。DQLR路由先通过队列可用空间和链路的连... 节点的移动降低了认知无线电-移动自组网(CR-MANETs)路由的稳定性。为此,针对CR-MANETs网络,提出基于深度Q学习的稳定路由(DQLR)。设计DQLR路由的目的在于最小化端到端队列时延和提高链路稳定性。DQLR路由先通过队列可用空间和链路的连通时间计算链路成本。然后,建立深度Q学习模型,并选择具有最低Q值作为下一跳转发节点,进而构建稳定路由。最后,利用SimPy仿真框架建立仿真平台,分析了DQLR路由的性能。仿真结果表明,相比于基于链路稳定的MANETs路由(LSR),提出的DQLR路由降低了队列时延和路由时延,并提高了数据包传递率。 展开更多
关键词 认知无线电-移动自组 稳定路由 深度Q学习 链路的稳定值 Q值
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一种基于深度Q学习的移动Ad Hoc路由协议
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作者 倪少峰 梁海涛 +1 位作者 李祖健 吴明香 《信息技术》 2023年第11期138-142,共5页
针对认知无线电-移动Ad Hoc网络,提出基于深度Q学习的移动Ad Hoc路由协议(DQRM)。DQRM路由先利用节点的剩余能量以及移动速度计算成本,再利用深度Q学习计算节点的Q值。在发现路由阶段时,源节点从邻居节点中选择具有最低Q值的节点传输RRE... 针对认知无线电-移动Ad Hoc网络,提出基于深度Q学习的移动Ad Hoc路由协议(DQRM)。DQRM路由先利用节点的剩余能量以及移动速度计算成本,再利用深度Q学习计算节点的Q值。在发现路由阶段时,源节点从邻居节点中选择具有最低Q值的节点传输RREQ包;利用单播方式传输RREQ包发现路由,降低了控制开销;目的节点收到RREQ包,沿着传输RREQ包的路径向源节点回复RREP包。仿真结果表明,提出的DQRM路由降低了控制开销,并提高了数据包传递率。 展开更多
关键词 认知无线电-移动自组 路由 深度Q学习 成本 控制开销
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Hopfield Neural Network Approach to Clustering in Mobile Radio Networks
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作者 Jiang Yan Li Chengshu(Northern Jiaotong University,Beijing 100044) 《通信学报》 EI CSCD 北大核心 1995年第4期40-44,共5页
HopfieldNeuralNetworkApproachtoClusteringinMobileRadioNetworksJiangYan;LiChengshu(NorthernJiaotongUniversity... HopfieldNeuralNetworkApproachtoClusteringinMobileRadioNetworksJiangYan;LiChengshu(NorthernJiaotongUniversity,Beijing100044)Ab... 展开更多
关键词 藿普菲尔神经 串级连接 移动无线电网
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Detection Performance Analysis of Spectrum Sensing in Cognitive Radio Networks with Mobile Secondary Users 被引量:2
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作者 Xinyu Wang Min Jia +2 位作者 Qing Guo Xuemai Gu Jian Yang 《China Communications》 SCIE CSCD 2016年第11期214-225,共12页
The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detect... The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detection performance of spectrum sensing by mobile SUs was analyzed. Three performance metrics,i.e.,detection probability,miss detection probability and false alarm probability,were thoroughly investigated. In our analysis,a critical variable was the real-time received primary user signal power by a mobile SU. Its probability distribution and mathematical expectation were analytically derived. Moreover,the three performance metrics in single-node spectrum sensing and multi-node collaborative spectrum sensing systems were also derived. Extensive simulations were performed. The results are consistent with the theoretical analysis. And it is concluded that SU mobility has a significant impact on the detection probability and the miss detection probability,but not on the false alarm probability. 展开更多
关键词 cognitive radio spectrum sensing MOBILITY random variable analysis probability density function
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LTE-Satellite: Chinese Proposal for Satellite Component of IMT-Advanced System 被引量:3
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作者 刘思杨 秦飞 +2 位作者 高镇 张源 何异舟 《China Communications》 SCIE CSCD 2013年第10期47-64,共18页
As a complementary to terrestrial mobile communication systems, mobile satellite communication system can fill the gaps that cannot be covered by terrestrial network, and provides an irreplaceable solution for emergen... As a complementary to terrestrial mobile communication systems, mobile satellite communication system can fill the gaps that cannot be covered by terrestrial network, and provides an irreplaceable solution for emergency communication in disaster. To pave the road for future satellite/terrestrial integrated communication networks, ITU-R invited proposals for candidate Radio Interface Technology(RIT) for the satellite component of International Mobile Telecommunications(IMT)-Advanced. China proposed the RIT of Long Term Evolution(LTE)-satellite as a candidate to be considered as IMT-Advanced satellite technology. The submitted LTE-satellite candidate RIT is specified based on terrestrial LTEAdvanced FDD standards that are developed in 3GPP. Considering satellite requirements, a number of modifications to LTE-Advanced are made to adapt to satellite radio transmission environments. This paper provides a general introduction of the new characteristics of LTEsatellite. 展开更多
关键词 mobile satellite communications satellite/terrestrial integration IMT-ADVANCED
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专用数字集群TETRAPOL技术简介
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作者 胡皓 郭志博 《警察技术》 2005年第6期20-21,共2页
本文介绍了数字集群标准之一——TETRAPOL系统,并主要对其提供的服务和使用的技术做了简要的说明和评述。
关键词 数字集群 FDMA TETRA TETRAPOL PMR(专用移动无线电)PDN(公共数据) GMSK OTAR(自动密钥控制) 技术简介 专用 L系统
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Finite Series Representation of Rician Shadowed Channel with Integral Fading Parameter and the Associated Exact Performance Analysis
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作者 JIAN Xin ZENG Xiaoping +2 位作者 YU Anning YE Changrong YANG Junyi 《China Communications》 SCIE CSCD 2015年第3期62-70,共9页
With the deployment of small cells and device to device communications in future heterogeneous networks,in many situations we would encounter mobile radio channels with partly blocked line of sight component,which are... With the deployment of small cells and device to device communications in future heterogeneous networks,in many situations we would encounter mobile radio channels with partly blocked line of sight component,which are well modeled by the Rician shadowed(RS) fading channel.In this paper,by the usage of Kummer transformation,a simplified representation of the RS fading channel with integral fading parameter is given.It is a finite series representation involving only exponential function and low order polynomials.This allows engineers not only the closed-form expressions for exact performance analysis over RS fading channel,but also the insights on the system design tactics. 展开更多
关键词 rician shadowed fading channel Kummer transformation outage probability error probability channel capacity co-channel interference
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