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基于运动想象的异步在线脑-机接口系统 被引量:5
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作者 张全羚 欧阳蕊 +1 位作者 陈文伟 吴小培 《信号处理》 CSCD 北大核心 2019年第10期1690-1699,共10页
目前,运动想象脑-机接口(motor imagery brain computer interface,MIBCI)的离线分析和研究相对比较成熟,但是异步在线MIBCI始终具有挑战性。针对在线BCI系统的识别率和控制方式,提出了利用共空间模式(common spatial pattern,CSP)算法... 目前,运动想象脑-机接口(motor imagery brain computer interface,MIBCI)的离线分析和研究相对比较成熟,但是异步在线MIBCI始终具有挑战性。针对在线BCI系统的识别率和控制方式,提出了利用共空间模式(common spatial pattern,CSP)算法对运动想象(motor imagery,MI)进行特征提取并结合alpha波进行异步控制。构建了一种简单实用的自主控制小球运动MIBCI实验系统。有四名受试者参加了在线实验,其中有两名受试者在线运动想象识别正确率最高能达到100%。实验结果验证了本文所建系统的可行性和实用性。 展开更多
关键词 共空间模式 脑-机接口 在线系统 alpha波
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Energy aware hierarchical cluster-based routing protocol for WSNs 被引量:1
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作者 Wang Ke ou yangrui +2 位作者 Ji Hong Zhang Heli Li Xi 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2016年第4期46-52,共7页
Wireless sensor networks(WSNs) are emerging as essential and popular ways of providing pervasive computing environments for various applications. Unbalanced energy consumption is an inherent problem in WSNs, charact... Wireless sensor networks(WSNs) are emerging as essential and popular ways of providing pervasive computing environments for various applications. Unbalanced energy consumption is an inherent problem in WSNs, characterized by multi-hop routing and a many-to-one traffic pattern. This uneven energy dissipation can significantly reduce network lifetime. In multi-hop sensor networks, information obtained by the monitoring nodes need to be routed to the sinks, the energy consumption rate per unit information transmission depends on the choice of the next hop node. In an energy-aware routing approach, most proposed algorithms aim at minimizing the total energy consumption or maximizing network lifetime. In this paper, we propose a novel energy aware hierarchical cluster-based(NEAHC) routing protocol with two goals: minimizing the total energy consumption and ensuring fairness of energy consumption between nodes. We model the relay node choosing problem as a nonlinear programming problem and use the property of convex function to find the optimal solution. We also evaluate the proposed algorithm via simulations at the end of this paper. 展开更多
关键词 WSNs cluster head election multihop routing energy efficiency network lifetime
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