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移动群智感知系统中效用最大化的随机控制方法研究
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作者 颜玲 曾文飞 《信息与电脑》 2020年第9期185-187,共3页
移动群智感知系统作为一种大规模感知数据的收集方式,可以利用普通用户智能手机的感知和计算能力,通过对移动互联网技术的应用来完成大规模复杂的感知任务。但由于智能手机本身的资源是有限的,因此在处理感知任务的过程中,如果无节制地... 移动群智感知系统作为一种大规模感知数据的收集方式,可以利用普通用户智能手机的感知和计算能力,通过对移动互联网技术的应用来完成大规模复杂的感知任务。但由于智能手机本身的资源是有限的,因此在处理感知任务的过程中,如果无节制地使用手机上传感知数据,不仅会使手机的电量被大量消耗,还会消耗数据流量,使用户的手机使用受到影响,降低用户的满意程度。所以在手机资源约束的条件下,如何使系统效应最大化地进行任务分配和调度,对于感知系统而言十分重要。移动群智感知系统具有随机性和不确定性的特点,如手机的状态、感知请求到达等都存在随机性,所以对系统的控制方法进行设计具有一定的难度。笔者主要针对移动群智感知系统中效用最大化的随机控制方法进行研究,并提出了具体的控制方法,希望能够为相关工作人员起到一些参考作用。 展开更多
关键词 移动群智感知系统 效用最大化 随机 控制方法
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基于动态移动环境的不确定数据管理研究
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作者 李峰 《湖南工程学院学报(自然科学版)》 2018年第1期45-48,共4页
由于在移动感知系统中需要不断升级和修改模型,而且用移动感知系统的数据是不确定的,传感数据巨大并且要被软件实时处理,所以运用上下文进行获取、处理并且推导信息是一项挑战工作.提出了一种移动感知系统,该系统能处理不确定动态数据,... 由于在移动感知系统中需要不断升级和修改模型,而且用移动感知系统的数据是不确定的,传感数据巨大并且要被软件实时处理,所以运用上下文进行获取、处理并且推导信息是一项挑战工作.提出了一种移动感知系统,该系统能处理不确定动态数据,定义了系统的主要需求并讨论了三种处理方法.结果表明该技术能节省电力,保持存储容量. 展开更多
关键词 移动感知系统 不确定 数据管理
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Network Coding-Aware Cooperative Relaying for Downlink Cellular Relay Networks 被引量:4
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作者 熊轲 樊平毅 +1 位作者 易粟 雷鸣 《China Communications》 SCIE CSCD 2013年第7期44-56,共13页
In this paper, we first overview some traditional relaying technologies, and then present a Network Coding-Aware Cooperative Relaying (NC2R) scheme to improve the performance of downlink transmission for relayaided ... In this paper, we first overview some traditional relaying technologies, and then present a Network Coding-Aware Cooperative Relaying (NC2R) scheme to improve the performance of downlink transmission for relayaided cellular networks. Moreover, systematic performance analysis and extensive simulations are performed for the proposed NC2R and traditional relaying and non-relaying schemes. The results show that NCR outperforms conventional relaying and non-relaying schemes in terms of blocking probability and spectral efficiency, especially for cell-edge users. Additionally, the location selections for relays with NCR are also discussed. These results will provide some insights for incorporating network coding into next-generation broadband cellular relay mobile systems. 展开更多
关键词 network coding relay networks cooperative transmission cellular networks
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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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