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基于三维胞元空间的自适应多跳能量高效路由
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作者 路扬 孙晖 +1 位作者 黄光群 刘俊延 《电子技术应用》 北大核心 2015年第1期90-93,共4页
针对无线传感器网络中三维路由算法的能耗问题,提出了基于三维胞元空间的自适应多跳能量高效路由(3D-SMEER)。该路由算法根据自适应多跳机制确定跳数,利用协同节点转发消息包到邻居最优胞父,从而减轻当前胞父的传输负担。同时,对协同节... 针对无线传感器网络中三维路由算法的能耗问题,提出了基于三维胞元空间的自适应多跳能量高效路由(3D-SMEER)。该路由算法根据自适应多跳机制确定跳数,利用协同节点转发消息包到邻居最优胞父,从而减轻当前胞父的传输负担。同时,对协同节点的选择区域进行了研究,并且考虑节点的剩余能量和相关位置信息选择协同节点,以平衡网络的能耗。仿真结果表明,与其他算法相比3D-SMEER算法节省了网络的平均能耗,有效地提高了网络的能耗平衡度。 展开更多
关键词 无线传感器网络 三维胞元空间 自适应多跳 协同节点 能量高效
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一种自适应记忆神经网络多跳读取与覆盖度机制结合的药物推荐模型 被引量:1
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作者 王延达 陈炜通 +1 位作者 皮德常 岳琳 《电子学报》 EI CAS CSCD 北大核心 2022年第4期943-953,共11页
药物推荐的目标是依据病人的电子医疗记录生成药物处方,为医生提供临床决策支持.提取电子医疗记录中蕴含的时序模式以及上下文信息,是成功推荐药物的关键.以往研究忽略了病人之间医疗记录数据量存在差异,无法根据不同病人自身情况,调整... 药物推荐的目标是依据病人的电子医疗记录生成药物处方,为医生提供临床决策支持.提取电子医疗记录中蕴含的时序模式以及上下文信息,是成功推荐药物的关键.以往研究忽略了病人之间医疗记录数据量存在差异,无法根据不同病人自身情况,调整数据读取过程中的关注重点以及数据读取迭代次数.针对上述问题,本文提出一种选择性覆盖度机制与自适应记忆神经网络读取结合的药物推荐模型.模型使用记忆神经网络存储病人健康状况对应的时序模式编码结果,利用覆盖度机制进行迭代读取过程中的数据过滤与注意力权重调整.同时模型依据病人自身情况,自适应决定记忆神经网络读取次数.基于真实临床数据的实验结果显示,本模型能够自适应地提取电子医疗记录中的重要数据,构建有效的病人健康状况表示向量,进而完成药物推荐. 展开更多
关键词 药物推荐 记忆神经网络 注意力机制 覆盖度机制 自适应多跳读取
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一种面向实验室安全监测WSN的自适应分段聚类多跳路由协议研究 被引量:4
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作者 汤旭翔 何蕾 《传感技术学报》 CAS CSCD 北大核心 2021年第5期684-689,共6页
本文研究了一种面向实验室安全监测WSN的自适应分段聚类多跳路由协议,该协议由两个层次组成:异常数据预处理和WSN网络参数优化。异常数据预处理包括瞬时性异常数据分析、故障性数据预处理和数据有效性判断。然后本研究通过优化自适应参... 本文研究了一种面向实验室安全监测WSN的自适应分段聚类多跳路由协议,该协议由两个层次组成:异常数据预处理和WSN网络参数优化。异常数据预处理包括瞬时性异常数据分析、故障性数据预处理和数据有效性判断。然后本研究通过优化自适应参数(如跳跃次数、跳跃距离等),寻求发现一种降低系统能耗的最优方案,并且可以平衡系统其他指标来降低能量消耗从而延长网络系统的生命周期。根据实验室安全监测的结构特点,研究体系基于多个实验室房间的空间结构,设立多个隔离子单元的结构(如防火区、隔离门等)。相应的,基于子单元结构设计而本研究引入等间隔多跳的传输方案。该设计便于有效地将灾害隐患隔离在防护区内,提高实验室整体安全系数。 展开更多
关键词 实验室安全 无线传感器网络 异常数据处理 自适应分段聚类多跳 数据融合
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Adaptive Optimal Capacity Perception and Control for Wireless Multi-Hop Networks 被引量:1
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作者 Zhao Haitao Dong Yuning +2 位作者 Liu Nanjie Zhang Hui Tian Feng 《China Communications》 SCIE CSCD 2012年第11期23-30,共8页
In wireless multimedia communications, it is extremely difficult to derive general end-to-end capacity results because of decentralized packet scheduling and the interference between communicating nodes. In this paper... In wireless multimedia communications, it is extremely difficult to derive general end-to-end capacity results because of decentralized packet scheduling and the interference between communicating nodes. In this paper, we present a state-based channel capacity perception scheme to provide statistical Quality-of-Service (QoS) guarantees under a medium or high traffic load for IEEE 802.11 wireless multi-hop networks. The proposed scheme first perceives the state of the wireless link from the MAC retransmission information and extends this information to calculate the wireless channel capacity, particularly under a saturated traffic load, on the basis of the interference among flows and the link state in the wireless multi-hop networks. Finally, the adaptive optimal control algorithm allocates a network resource and forwards the data packet by taking into consideration the channel capacity deployments in multi-terminal or multi-hop mesh networks. Extensive computer simulations demonstrate that the proposed scheme can achieve better performance in terms of packet delivery ratio and network throughput compared to the existing capacity prediction schemes. 展开更多
关键词 wireless multi-hop networks capacity perception: statistical Quality of Service (QoS) CROSS-LAYER
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An ISS-OFDM based adaptive filtering mechanism for interference suppression in wireless multi-hop communication network
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作者 秦丹阳 Ma Lin +1 位作者 Xu Renheng Ding Qun 《High Technology Letters》 EI CAS 2014年第3期230-236,共7页
The negative impact on communication performance in wireless multi-hop communication net-work caused by limited bandwidth,high bit eror rate (BER),fading,noise and interference is alleviated by an adaptive filtering... The negative impact on communication performance in wireless multi-hop communication net-work caused by limited bandwidth,high bit eror rate (BER),fading,noise and interference is alleviated by an adaptive filtering game based on frequency subbands selection and predetemined threshold.Such threshold is being obtained in Gaussian and multipath fading channel according to the frequency-matching principle and BER performance.The dynamic selection of subbands will obtain high use efficiency without the help of frequency hopping,and propound a new thought to improve band limited communication for wireless multi-hop communication network.The effectiveness of the adaptive filtering method has been verified by interleaving spread spectrum orthogonal frequency division multiplexing (ISS-OFDM) in different interference conditions,and the simulating results based on network simulator 2 (NS2) indicate that system BER can be improved greatly. 展开更多
关键词 multi-hop communication adaptive filtering interleaving spread spectrum orthogonal frequency division multiplexing (ISS-OFDM) interference suppression
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Adaptive fractional window increment of TCP in multihop ad hoc networks
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作者 Liang-hui DING Wen-jun ZHANG +2 位作者 Xin-bing WANG Liang QIAN You-yun XU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第6期820-827,共8页
We propose an adaptive fractional window increasing algorithm (AFW) to improve the performance of the fractional window increment (FeW) in (Nahm et al., 2005). AFW fully utilizes the bandwidth when the network is idle... We propose an adaptive fractional window increasing algorithm (AFW) to improve the performance of the fractional window increment (FeW) in (Nahm et al., 2005). AFW fully utilizes the bandwidth when the network is idle, and limits the op-erating window when the network is congested. We evaluate AFW and compare the total throughput of AFW with that of FeW in different scenarios over chain, grid, random topologies and with hybrid traffics. Extensive simulation through ns2 shows that AFW obtains 5% higher throughput than FeW, whose throughput is significantly higher than that of TCP-Newreno, with limited modi-fications. 展开更多
关键词 TCP MULTIHOP Adaptive fractional window increasing algorithm (AFW)
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