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基于FCM聚类及位置区切换的室内地磁定位研究 被引量:2
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作者 宋宇 喻文举 程超 《现代电子技术》 北大核心 2018年第14期96-100,共5页
针对目前室内地磁定位技术中存在的地磁指纹库太大及地磁指纹不惟一所造成的运算量大、定位误差大的问题,提出一种基于模糊C-均值聚类与位置区切换相结合的室内地磁定位方法。首先对待定位点的位置区进行判别,然后对该点地磁矢量所属的... 针对目前室内地磁定位技术中存在的地磁指纹库太大及地磁指纹不惟一所造成的运算量大、定位误差大的问题,提出一种基于模糊C-均值聚类与位置区切换相结合的室内地磁定位方法。首先对待定位点的位置区进行判别,然后对该点地磁矢量所属的聚类进行判别,最后在其所属的位置区及聚类对应的匹配范围内进行匹配定位。经过以上两步判别,可以缩小地磁指纹的匹配范围,减小匹配运算量,同时降低了地磁矢量接近但地理位置上相距较远时加大定位误差的风险。经实验及仿真验证,改进的方法相比WKNN(KNN)算法减少了约41%的运算耗时(1 000个地磁指纹的情况下),定位精度提高了约76%。 展开更多
关键词 室内地磁定位 地磁定位技术 地磁指纹库 模糊C-均值聚类 位置区切换 匹配定位
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A Position-Based Handoff Scheme in WAVE Systems 被引量:1
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作者 罗涛 吕子茹 +1 位作者 姚哲 向卫东 《China Communications》 SCIE CSCD 2011年第1期95-101,共7页
IEEE 802.11p has been proposed to extend the application of IEEE 802.11 to Wireless Access fast fading Vehicular Environments (WAVE).Due to the high velocities of vehicles and thus the inconstant topology of networks,... IEEE 802.11p has been proposed to extend the application of IEEE 802.11 to Wireless Access fast fading Vehicular Environments (WAVE).Due to the high velocities of vehicles and thus the inconstant topology of networks,it is extremely difficult to maintain communications without handoff in an Internet of Vehicles (IoV).Hence,fast handoff from one roadside unit (RSU) to another is necessary.Although some solutions have been given in IEEE 802.11r and 802.11f standards,the handoff latency is still as high as about 50 ms when adopting them.To address this issue in WAVE systems,a novel position-based handoff (PHO) scheme is proposed in this paper.In PHO scheme,the triggering of the handoff is accomplished by the location information of a vehicle instead of the power level of the received signal.Both the handoff process and latency of PHO scheme are analyzed.Finally,to verify the analytical results,simulations were conducted to date the effectiveness of the proposed PHO scheme. 展开更多
关键词 HANDOFF Internet of Vehicles WAVE
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