Location Fingerprint Database Filter Algorithm Based on Multi-Mapping Data Structure


  •  Xun Li    
  •  Ze-liang Xie    

Abstract

The key to improve the precision of location fingerprinting algorithm is to reduce the errors between the position vectors in online locating process and the tag vector of the database in offline process. In view of the large errors caused by the construction of locating tags built from a single vector in traditional offline database, this paper proposed a kind of locating mapping tags for establishing the multi-mapping data structure and the offline database, which adapt better the distribution characteristics of RSSI signals in WIFI. Experiments showed that the offline database constructed by the methods effectively match the current actual position, reduce errors, and significantly improve the matching accuracy.



This work is licensed under a Creative Commons Attribution 4.0 License.
  • Issn(Print): 1913-8989
  • Issn(Onlne): 1913-8997
  • Started: 2008
  • Frequency: quarterly

Journal Metrics

(The data was calculated based on Google Scholar Citations)

Google-based Impact Factor (2018): 18.20

h-index (January 2018): 23

i10-index (January 2018): 90

h5-index (January 2018): 11

h5-median(January 2018):17

Contact