Moments based blind calibration in mobile sensor networks

被引:18
作者
Wang, Chao [1 ]
Ramanathan, Parameswaran [1 ]
Saluja, Kewal K. [1 ]
机构
[1] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
来源
2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13 | 2008年
关键词
D O I
10.1109/ICC.2008.176
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In field calibration of sensor devices is known to be a challenging problem because there is often no access to a controlled signal field and/or a pre calibrated device to measure the existing signal field. In this paper, we describe a blind calibration scheme that is tailored for sensor networks with mobile nodes. The scheme proposed in this paper exploits the fact that sensor devices are moving in the same region and hence the signal statistics they observe over time are almost the same. Analysis and simulation results are included to demonstrate the effectiveness of the proposed scheme.
引用
收藏
页码:896 / 900
页数:5
相关论文
共 9 条
[1]  
Balzano L, 2007, PROCEEDINGS OF THE SIXTH INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING IN SENSOR NETWORKS, P79, DOI 10.1109/IPSN.2007.4379667
[2]  
Bychkovskiy V, 2003, LECT NOTES COMPUT SC, V2634, P301
[3]   A survey of mobility models for ad hoc network research [J].
Camp, T ;
Boleng, J ;
Davies, V .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2002, 2 (05) :483-502
[4]   Overview of sensor networks [J].
Culler, D ;
Estrin, D ;
Srivastava, M .
COMPUTER, 2004, 37 (08) :41-49
[5]   Model-based calibration for sensor networks [J].
Feng, J ;
Megerian, S ;
Potkonjak, M .
PROCEEDINGS OF THE IEEE SENSORS 2003, VOLS 1 AND 2, 2003, :737-742
[6]  
GUBNER JA, 2006, PROBABILITY RANDOM P, pCH12
[7]  
Taylor C, 2006, IPSN 2006: THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS, P27
[8]  
TIMO R, 2007, IEEE ICON 07 AD S AU, P19
[9]   Macro-calibration in sensor/actuator networks [J].
Whitehouse, K ;
Culler, D .
MOBILE NETWORKS & APPLICATIONS, 2003, 8 (04) :463-472