Rfid Localization System Based on Knn-Elm Algorithm with Virtual Reference Tags

来源 :2016年第十二届无线通信、网络技术与移动计算国际学术会议(WICOM2016) | 被引量 : 0次 | 上传用户:hai198351
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  Aiming at the complex indoor environment,new indoor localization algorithm is proposed based on nearest neighbour algorithm(KNN)and extreme learning machine(ELM)with virtual reference tag.In this paper,LANDMARC location algorithm is used in regional loca-tion during the online phase,and the ELM with virtual reference tag is introduced in the locked area.
其他文献
This paper investigates the performance of the W band millimeter wave(mmWave)backhaul network proposed by our EU TWEETHER project.We focus on the downlink transmission of the mmWave backhaul network,i
会议
UAV data link has been considered as an important part of UAV communication system,through which the UAV could communicate with warships.However,constant coding and mod-ulation scheme that UAV adopts
会议
To address the routing scalability problems mainly caused by the semantics overload of Internet Protocol(IP)addresses,the Locator/ID Separation Protocol(LISP)is proposed.It separates IP addresses into
会议
Cloud computing is increasing rapidly and used by more and more individuals and organizations.However,out-sourcing data and business application to a third cloud provider causes security issues.In thi
会议
Mobile communication through 5G technology is the key objective of this work.Existing research works in mobile communication through 5G technology in world submitted a great necessary development towa
会议
While cognitive radio enables spectrum-efficient wire-less communication,radio frequency(RF)energy har-vesting from ambient interference is an enabler for energy-efficient wireless communication.In th
会议
The performance of multi-channel Compressive Sensing(CS)-based Direction-of-Arrival(DOA)estimation algorithm degrades when the gains between Radio Frequency(RF)channels are inconsistent,and when targe
会议
There are many problems in web pages represented vector space model such as characteristics redundant、representation fuzzy and so on,in order to solve these problems,some scholars use meaningful strin
会议
In this paper,we investigate the energy efficiency and power allocation problem for distributed multiple-input multiple-output(MIMO)system with beamforming.Given the maximum transmit power limit per d
会议
Instrumented is defined as a key characteristic in the upc-oming smart cites,which demands a higher Wireless Sen-sor Networks(WSNs)performance.Tree-based Hierar-chical Routing(THR)is a routing protoco
会议