Localization of WSNs Using a Location-unaware UAV

被引:0
作者
Cam Ly Nguyen [1 ,2 ]
Raza, Usman [3 ]
机构
[1] Toshiba Co Ltd, Network Syst Lab, Corp Res & Dev Ctr, Tokyo, Japan
[2] Univ Tokyo, Grad Sch Informat Sci & Technol, Tokyo, Japan
[3] Toshiba Telecommun Res Lab, Cambridge, England
来源
ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC) | 2019年
关键词
Localization; UAV; Mobile-assisted Localization; IoT; Wireless Sensor Networks; RSSI; Cooperative Localization; ASSISTED LOCALIZATION; WIRELESS;
D O I
暂无
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
The use of mobile unmanned aerial vehicles (UAV) to collect data from wireless sensor networks has attracted great attention recently. It is often necessary to relate the stream of sensed data to the deployed location of the data producing sensor nodes. This paper addresses the problem of localizing these nodes using a mobile UAV that is unaware of its own location. This, in contrast to existing works, does not assume a GPS equipped UAV. Each sensor node receives beacon packets transmitted by the UAV at random positions and records an RSSI vector. The L-1 norm distance of two RSSI vectors, which is theoretically proved to be linearly related to the distance between two nodes, is used for ranging. An existing location estimator is then applied to localize target nodes. Extensive simulations in different environments validate high localization accuracy of the proposed algorithm in order of few meters even under noisy channel conditions.
引用
收藏
页数:7
相关论文
共 26 条
[1]  
[Anonymous], 1996, WIRELESS COMMUNICATI
[2]  
[Anonymous], 2007, P 2007 6 INT C INF C, DOI DOI 10.1109/ICICS.2007.4449717
[3]  
Barton JD, 2012, J HOPKINS APL TECH D, V31, P132
[4]  
Biswas P, 2006, ACM T SENSOR NETWORK, V2
[5]   GPS-free Positioning in Mobile Ad Hoc Networks [J].
Srdjan Čapkun ;
Maher Hamdi ;
Jean-Pierre Hubaux .
Cluster Computing, 2002, 5 (2) :157-167
[6]   Cramer-Rao-type bounds for localization [J].
Chang, Cheng ;
Sahai, Anant .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2006, 2006 (1)
[7]  
Galstyan A, 2004, IPSN '04: THIRD INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING IN SENSOR NETWORKS, P61
[8]   How Many Wi-Fi APs Does it Take to Light a Lightbulb? [J].
Georgiou, Orestis ;
Mimis, Konstantinos ;
Halls, David ;
Thompson, William H. ;
Gibbins, David .
IEEE ACCESS, 2016, 4 :3732-3746
[9]  
Guo-Lin Sun, 2004, 2004 IEEE International Conference on Networking, Sensing and Control (IEEE Cat. No.04EX761), P536
[10]  
Han G., 2017, IEEE T EMERGING TOPI