An Optimality Analysis of Sensor-Target Geometries for Signal Strength Based Localization

被引:54
作者
Bishop, Adrian N. [1 ]
Jensfelt, Patric [1 ]
机构
[1] Royal Inst Technol, Stockholm, Sweden
来源
2009 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING (ISSNIP 2009) | 2009年
关键词
LOCATION ESTIMATION; NETWORKS; TRACKING;
D O I
10.1109/ISSNIP.2009.5416784
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we characterize the bounds on localization accuracy in signal strength based localization. In particular, we provide a novel and rigorous analysis of the relative receiver-transmitter geometry and the effect of this geometry on the potential localization performance. We show that uniformly spacing sensors around the target is not optimal if the sensor-target ranges are not identical and is not necessary in any case. Indeed, we show that in general the optimal sensor-target geometry for signal strength based localization is not unique.
引用
收藏
页码:127 / 132
页数:6
相关论文
共 19 条
[11]  
Horn R. A., 2012, Matrix Analysis
[12]   Optimal sensor placement and motion coordination for target tracking [J].
Martínez, S ;
Bullo, F .
AUTOMATICA, 2006, 42 (04) :661-668
[13]   Data fusion of power and time measurements for mobile terminal location [J].
McGuire, M ;
Plataniotis, KN ;
Venetsanopoulos, AN .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2005, 4 (02) :142-153
[14]   Node localization using mobile robots in delay-tolerant sensor networks [J].
Pathirana, PN ;
Bulusu, N ;
Savkin, AV ;
Jha, S .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2005, 4 (03) :285-296
[15]   Relative location estimation in wireless sensor networks [J].
Patwari, N ;
Hero, AO ;
Perkins, M ;
Correal, NS ;
O'Dea, RJ .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (08) :2137-2148
[16]   Locating the nodes [J].
Patwari, N ;
Ash, JN ;
Kyperountas, S ;
Hero, AO ;
Moses, RL ;
Correal, NS .
IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (04) :54-69
[17]  
Van Trees HL., 2004, Detection, Estimation, and Modulation Theory, part I: detection, Estimation, and Linear Modulation Theory
[18]   On the accuracy of a cellular location system based on RSS measurements [J].
Weiss, AJ .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2003, 52 (06) :1508-1518
[19]   Real-time mobility tracking algorithms for cellular networks based on Kalman filtering [J].
Zaidi, ZR ;
Mark, BL .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2005, 4 (02) :195-208