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A high-accuracy, low-cost localization system for wireless sensor networks
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Source Conference On Embedded Networked Sensor Systems archive
Proceedings of the 3rd international conference on Embedded networked sensor systems table of contents
San Diego, California, USA
SESSION: Sensornet services table of contents
Pages: 13 - 26  
Year of Publication: 2005
ISBN:1-59593-054-X
Authors
Radu Stoleru  University of Virginia, Charlottesville, VA
Tian He  University of Virginia, Charlottesville, VA
John A. Stankovic  University of Virginia, Charlottesville, VA
David Luebke  University of Virginia, Charlottesville, VA
Sponsors
SIGARCH: ACM Special Interest Group on Computer Architecture
SIGBED: ACM Special Interest Group on Embedded Systems
ACM: Association for Computing Machinery
SIGCOMM: ACM Special Interest Group on Data Communication
SIGMOBILE: ACM Special Interest Group on Mobility of Systems, Users, Data and Computing
SIGMETRICS: ACM Special Interest Group on Measurement and Evaluation
SIGOPS: ACM Special Interest Group on Operating Systems
Publisher
ACM  New York, NY, USA
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Downloads (6 Weeks): 44,   Downloads (12 Months): 382,   Citation Count: 16
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ABSTRACT

The problem of localization of wireless sensor nodes has long been regarded as very difficult to solve, when considering the realities of real world environments. In this paper, we formally describe, design, implement and evaluate a novel localization system, called Spotlight. Our system uses the spatio-temporal properties of well controlled events in the network (e.g., light), to obtain the locations of sensor nodes. We demonstrate that a high accuracy in localization can be achieved without the aid of expensive hardware on the sensor nodes, as required by other localization systems. We evaluate the performance of our system in deployments of Mica2 and XSM motes. Through performance evaluations of a real system deployed outdoors, we obtain a 20cm localization error. A sensor network, with any number of nodes, deployed in a 2500m2 area, can be localized in under 10 minutes, using a device that costs less than $1000. To the best of our knowledge, this is the first report of a sub-meter localization error, obtained in an outdoor environment, without equipping the wireless sensor nodes with specialized ranging hardware.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
 
2
P. Bahl, V.N. Padmanabhan, "RADAR: An In-Building RF-based User Location and Tracking System", in Proceedings of Infocom, 2000.
 
3
M. Broxton, J. Lifton, J. Paradiso, "Localizing a Sensor Network via Collaborative Processing of Global Stimuli", in Proceedings of EWSN, 2005.
 
4
N. Bulusu, J. Heidemann, D. Estrin, "GPS-less Low Cost Outdoor Localization for Very Small Devices", in IEEE Personal Communications Magazine, 2000.
 
5
P. Corke, R. Peterson, D. Rus, "Networked Robots: Flying Robot Navigation Using a Sensor Net", in ISSR, 2003.
 
6
L. Doherty, L. E. Ghaoui, K. Pister, "Convex Position Estimation in Wireless Sensor Networks", in Proceedings of Infocom, 2001.
 
7
P. Dutta, M. Grimmer, A. Arora, S. Bibyk, D. Culler, "Design of a Wireless Sensor Network Platform for Detecting Rare, Random, and Ephemeral Events", in Proceedings of IPSN, 2005.
 
8
E. Elnahrawy, X. Li, R. Martin, "The Limits of Localization using RSSI", in Proceedings of SECON, 2004.
 
9
D. Fox, W. Burgard, S. Thrun, "Markov Localization for Mobile Robots in Dynamic Environments", in Journal of Artificial Intelligence Research, 1999.
 
10
D. Fox, W. Burgard, F. Dellaert, S. Thrun, "Monte Carlo Localization: Efficient Position Estimation for Mobile Robots", in Conference on Artificial Intelligence, 2000.
 
11
D. Ganesan, B. Krishnamachari, A. Woo, D. Culler, D. Estrin, S. Wicker, "Complex Behaviour at Scale: An Experimental Study of Low Power Wireless Sensor Networks", in Technical Report, UCLA-TR 01-0013, 2001.
12
13
14
 
15
Y. Kwon, K. Mechitov, S. Sundresh, W. Kim, G. Agha, "Resilient Localization for Sensor Networks in Outdoor Environments", UIUC Technical Report, 2004.
 
16
 
17
K. Lorincz, M. Welsh, "MoteTrack: A Robust, Decentralized Approach to RF-Based Location Tracking", in Proceedings of Intl. Workshop on Location and Context-Awareness, 2005.
18
19
 
20
R. Nagpal, H. Shrobe, J. Bachrach, "Organizing a Global Coordinate System for Local Information on an Adhoc Sensor Network", in A.I Memo 1666. MIT A.I. Laboratory, 1999.
 
21
D. Niculescu, B. Nath, "DV-based Positioning in Adhoc Networks" in Telecommunication Systems, vol. 22, 2003.
 
22
E. Osterweil, T. Schoellhammer, M. Rahimi, M. Wimbrow, T. Stathopoulos, L.Girod, M. Mysore, A.Wu, D. Estrin, "The Extensible Sensing System", CENS-UCLA poster, 2004.
 
23
B.W. Parkinson, J. Spilker, "Global Positioning System: theory and applications", in Progress in Aeronautics and Astronautics, vol. 163, 1996.
 
24
25
 
26
N. Priyantha, H. Balakrishnan, E. Demaine, S. Teller, "Mobile-Assisted Topology Generation for Auto-Localization in Sensor Networks", in Proceedings of Infocom, 2005.
27
 
28
Y. Shang, W. Ruml, "Improved MDS-Based Localization", in Proceedings of Infocom, 2004.
 
29
M. Sichitiu, V. Ramadurai,"Localization of Wireless Sensor Networks with a Mobile Beacon", in Proceedings of MASS, 2004.
30
 
31
R. Stoleru, T. He, J.A. Stankovic, "Walking GPS: A Practical Solution for Localization in Manually Deployed Wireless Sensor Networks", in Proceedings of EmNetS, 2004.
32
33
 
34
K. Whitehouse, A. Woo, C. Karlof, F. Jiang, D. Culler, "The Effects of Ranging Noise on Multi-hop Localization: An Empirical Study", in Proceedings of IPSN, 2005.
35
36
 
37
Selco Products Co. "Construction and Characteristics of CdS Cells", product datasheet, 2004.

CITED BY  16

Collaborative Colleagues:
Radu Stoleru: colleagues
Tian He: colleagues
John A. Stankovic: colleagues
David Luebke: colleagues