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基于Fingerprint定位算法的设计与实现 被引量：1

Design and Realization of Fingerprint-based Localization Algorithm
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摘要 首先将RSSI、TOA与TDOA、超声波与无线结合定位算法进行对比,指出了各种算法的优缺点。提出了一种基于RSSI Fingerprint定位算法,给出了该方法的思想,指出了其适用范围,最后通过软件测试了该算法的可行性。 This paper compares three different localization algorithms-RSSI, TOA and TDOA, and combination of ultrasonic and wireless methods, and points out their advantages and disadvantages. On that basis, a localization algorithm based on RSSI Fingerprint is proposed, and its idea and field of application are given. Finally, the feasibility of this algorithm is tested through software.
作者 马晓
机构地区 武汉理工大学信息工程学院
出处 《电气自动化》 2013年第5期16-17,35,共3页 Electrical Automation
关键词 RSSI FINGERPRINT 定位算法 TOA与TDOA 超声波与无线结合 RSSI , Fingerprint , localization algorithm , TOA and TDOA, combination of ultrasonic and wireless methods
分类号 TP39 [自动化与计算机技术—计算机应用技术]
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参考文献7

  • 1Shinsuke Hara,Daisuke Anzai.Experimental Performance Comparison of RSSI-and TDOA-Based Location Estimation Methods[C].//67th IEEE Vehicular Technology Conference,2008.Singapore.6.2008:2651-2655.
  • 2Bulusu N.,Estrin D.,Heidemann J.et al.GPS-less low-cost outdoor localization for very small devices[J].IEEE personal communications,2007,7 (5):28-34.DOI:10.1109/98.878533.
  • 3Masashi Sugano,Tomonori Kawazoe,Yoshikazu Ohta et al.INDOOR LOCALIZATION SYSTEM USING RSSI MEASUREMENT OF WIRELESS SENSOR NETWORK BASED ON ZIGBEE STANDARD[C].//6th IASTED International Conference on Wireless and Optical Communications:Wireless Sensor Networks (WSN).2006:559-564.
  • 4Awad,Abdalkarim,Frunzke,Thorsten,Dressler,Falko et al.Adaptive Distance Estimation and Localization in WSN using RSSI Measures[C].//Digital System Design:Architecture,Methods and Tools (DSD),2007 10th Euromicro Conference on; Lubeck,Germany.2007:471-478.
  • 5Eladio Martin,Oriol Vinyals,Gerald Friedland et al.Precise Indoor Localization Using Smart Phones[C].//18th ACM international conference on multimedia 2010.vol.1.2010:787-790.
  • 6Xin Wang,Zongxin Wang,Bob O'Dea et al.A TOA-based location algorithm reducing the errors due to non-line-of-sight (NLOS)propagation[J].IEEE Transactions on Vehicular Technology,2003,52(1):112-116.DOI:10.1109/TVT.2002.807158.
  • 7Li Cong,Weihua Zhuang.Hybrid TDOA/AOA mobile user location for wideband CDMA cellularsystems[J].IEEE transactions on wireless communications,2002,1 (3):439-447.DOI:10.1109/TWC.2002.800542.

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电气自动化
2013年 第5期

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