Enhancing RFID indoor localization with cellular technologies

被引:13
作者
Aguilar-Garcia, A. [1 ]
Fortes, S. [1 ]
Colin, E. [2 ]
Barco, R. [1 ]
机构
[1] Univ Malaga, Dept Ingn Comunicac, Andalucia Tech, E-29071 Malaga, Spain
[2] ESIGETEL, Villejuif, France
关键词
UHF RFID; Cellular technology; Heterogeneous indoor localization; Fingerprint;
D O I
10.1186/s13638-015-0444-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Indoor localization, this means solutions providing the position of mobile objects/persons in indoor environments (e.g., hospitals, malls, etc.), is one of the most cutting-edge services with growing demand in smart applications such as robotics for care, pedestrian navigations, etc. With the objective of providing indoor localization, this paper presents the experimental analysis of simultaneous radio frequency measurements from two different radio frequency systems: Ultra High Frequency Radio Frequency IDentification (UHF RFID) and macrocellular networks. Extensively deployed cellular technologies (Global System for Mobile communications (GSM) and Universal Mobile Telecommunications System (UMTS)) are here evaluated with the purpose of enhancing pre-existent RFID-based localization systems at reduced costs. Temporal and statistical analysis of the measurements gathered from each technology is performed, and its applicability for localization is assessed. Based on this analysis, a RFID localization mechanism that is able to integrate macrocellular technologies information is proposed, showing improved results in terms of accuracy.
引用
收藏
页数:22
相关论文
共 32 条
[1]  
[Anonymous], 36331 3GPP
[2]  
[Anonymous], 3GPP TS 23 271 V12 0
[3]  
[Anonymous], CISC VIS NETW IND GL
[4]  
[Anonymous], 2013, P 4 INT C COMP COMM
[5]  
[Anonymous], VEH TECHN C 2008 VTC
[6]  
[Anonymous], P 5 INT C IND POS IN
[7]  
[Anonymous], 231 EUROCOST EUR COO
[8]  
[Anonymous], INT J ENG BUS MANAGE
[9]  
[Anonymous], THESIS ETH ZURICH
[10]  
[Anonymous], IEEE COMMUNICATIONS