An analysis of data fusion for radiation detection and localization

13th Conference on Information Fusion, Fusion 2010

Volumn , Issue , 2010, Pages

  Liu, Annie H ^a   Bunn, Julian J ^a   Chandy, K Mani ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Data fusion; Distributed sensor network; Radiation detection; Sensor density; Surveillance; Threat identification; Threat localization

Indexed keywords

DATA FUSION; MONTE CARLO METHODS; RADIATION; SENSOR NETWORKS; SPACE SURVEILLANCE;

DISTRIBUTED SENSOR NETWORKS; RADIATION DETECTION; SENSOR DENSITY; THREAT IDENTIFICATION; THREAT LOCALIZATION;

SENSOR DATA FUSION;

EID: 79952417983     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icif.2010.5711879     Document Type: Conference Paper

References (21)

1. S Brennan, A Mielke, and D Torney. Radiation detection with distributed sensor networks. IEEE Computer, Jan 2004.
2. M Chandy, J Bunn, and A Liu. Models and algorithms for radiation detection. Modeling and Simulation Workshop for Homeland Security, Mar 2010.
3. M Chandy, C Pilotto, and R McLean. Networked sensing systems for detecting people carrying radioactive material. International Conference on Networked Sensing Systems, Jan 2008.
4. J Chin, D Yau, N Rao, Y Yang, and C Ma. Accurate localization of low-level radioactive source under noise and measurement errors. Proceeding of the 6th ACM conference on Embedded network sensor, Jan 2008.
5. R Cortez, H Tanner, R Lumia, and C Abdallah. Information surfing for radiation map building. research.me.udel.edu.
6. A Gunatilaka, B Ristic, and R Gailis. On localisation of a radiological point source. Information, Decision and Control, Jan 2007.
7. A Gunatilaka, B Ristic, and R Gailis. Radiological source localisation. dspace.dsto.defence.gov.au, Jan 2007.
8. J Howse, L Ticknor, and K Muske. Least squares estimation techniques for position tracking of radioactive sources. Automatica, Jan 2001.
9. K Jarman, L Smith, and D Carlson. Sequential probability ratio test for long-term radiation monitoring. 2003 IEEE Nuclear Science Symposium Conference, Jan 2003.
10. A Krause, A Singh, and C Guestrin. Near-optimal sensor placements in gaussian processes: Theory, efficient algorithms and empirical studies. The Journal of Machine Learning Research, Jan 2008.
11. M Morelande, A Parkville, A Skvortsov, and A Fishermen. Radiation field estimation using a gaussian mixture. International Conference on Information Fusion, 2009.
12. M Morelande, B Ristic, and A Gunatilaka. Detection and parameter estimation of multiple radioactive sources. Information Fusion, Jan 2007.
13. G Nemhauser, L Wolsey, and M Fisher. An analysis of approximations for maximizing submodular set functions. Mathematical Programming.
14. J S Dreicer D C Torney T TWarnock R J Nemzek. Distributed sensor networks for detection of mobile radioactive sources. IEEE Transactions on Nuclear Science, 5(4):1693-1699, Sep 2004.
15. N Rao, C Glover, and M Shankar. Improved sprt detection using localization with application to radiation sources. International Conference on Information Fusion, Jan 2009.
16. N Rao, M Shankar, J Chin, D Yau, and S Srivathsan. Identification of low-level point radiation sources using a sensor network. Information Processing in Sensor Networks, Jan 2008.
17. N Rao, M Shankar, J Chin, D Yau, and Y Yang. Localization under random measurements with application to radiation sources. International Conference on Information Fusion, Jan 2008.
18. B Ristic, A Gunatilaka, M Rutten, and M DSTO. An information gain driven search for a radioactive point source. Information Fusion, Jan 2007.
19. B Ristic, M Morelande, and A Gunatilaka. A controlled search for radioactive point sources. Information Fusion, Jan 2008.
20. M Wu, A Liu, and M Chandy. Virtual environments for developing strategies for interdicting terrorists carrying dirty bombs. International Society of Crisis Response and Management Conference, May 2008.
21. K Ziock andWGoldstein. The lost source, varying backgrounds and why bigger may not be better. AIP Conference Proceedings, Jan 2002.