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ABSTRACT
An ad-hoc wireless sensor network-based system is presented that detects and accurately locates shooters even in urban environments. The system consists of a large number of cheap sensors communicating through an ad-hoc wireless network, thus it is capable of tolerating multiple sensor failures, provides good coverage and high accuracy, and is capable of overcoming multipath effects. The performance of the proposed system is superior to that of centralized countersniper systems in such challenging environment as dense urban terrain. In this paper, in addition to the overall system architecture, the acoustic signal detection, the most important middleware services and the unique sensor fusion algorithm are also presented. The system performance is analyzed using real measurement data obtained at a US Army MOUT (Military Operations in Urban Terrain) facility.
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
|
Chen, J. C., Hudson, R. E. and Yao, K. Maximum-likelihood source localization and unknown sensor location estimation for wideband signals in the near-field. IEEE Trans. Signal Processing, vol. 50, pp. 1843--854, Aug. 2002.
|
| |
2
|
Chen, J. C., Yao, K., and Hudson, R. E. Source localization and beamforming. IEEE Signal Processing Magazine, vol. 19, no. 2, March 2002, pp. 30--39.
|
| |
3
|
Chen, J., Yip, L., Elson, J., Wang, H., Maniezzo, D., Hudson, R., Yao, K., and Estrin, D. Coherent acoustic array processing and localization on wireless sensor networks. Proceedings of the IEEE, vol. 91, Aug. 2003, pp. 1154--1162.
|
| |
4
|
Duckworth et al. Acoustic counter-sniper system. In Proc. of SPIE International Symposium on Enabling Technologies for Law Enforcement and Security, 1996.
|
 |
5
|
|
 |
6
|
|
 |
7
|
David Gay , Philip Levis , Robert von Behren , Matt Welsh , Eric Brewer , David Culler, The nesC language: A holistic approach to networked embedded systems, Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation, June 09-11, 2003, San Diego, California, USA
|
 |
8
|
Andy Harter , Andy Hopper , Pete Steggles , Andy Ward , Paul Webster, The anatomy of a context-aware application, Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking, p.59-68, August 15-19, 1999, Seattle, Washington, United States
[doi> 10.1145/313451.313476]
|
 |
9
|
Jason Hill , Robert Szewczyk , Alec Woo , Seth Hollar , David Culler , Kristofer Pister, System architecture directions for networked sensors, Proceedings of the ninth international conference on Architectural support for programming languages and operating systems, p.93-104, November 2000, Cambridge, Massachusetts, United States
|
| |
10
|
|
| |
11
|
|
| |
12
|
Huang, Y., Benesty, J., and Elko, G. W. Passive acoustic source localization for video camera steering. Proc. IEEE ICASSP, vol. 2, June 2000, pp. 909--912.
|
| |
13
|
Lupu, E. et al. Speaker Verification Rate Study Using the TESPAR Coding Method. In Proc. of COST 276 Workshop on Information and Knowledge Management for Integrated Media Communication, 2002.
|
| |
14
|
Mahajan, A. and Walworth, M. 3-D Position Sensing Using the Differences in the Time-of-Flights from a Wave Source to Various Receivers. IEEE Trans. On Robotics and Automation, Vol. 17, No. 1, February 2001, pp. 91--94.
|
 |
15
|
Miklós Maróti , Branislav Kusy , Gyula Simon , Ákos Lédeczi, The flooding time synchronization protocol, Proceedings of the 2nd international conference on Embedded networked sensor systems, November 03-05, 2004, Baltimore, MD, USA
[doi> 10.1145/1031495.1031501]
|
| |
16
|
|
| |
17
|
Moroz, S. A. et al. Airborne Deployment of and Recent Improvements to the Viper Counter Sniper System. In Proc of the IRIS Passive Sensors, February 1999.
|
 |
18
|
Nissanka B. Priyantha , Anit Chakraborty , Hari Balakrishnan, The Cricket location-support system, Proceedings of the 6th annual international conference on Mobile computing and networking, p.32-43, August 06-11, 2000, Boston, Massachusetts, United States
[doi> 10.1145/345910.345917]
|
| |
19
|
Sallai, J., Balogh, G., Maroti, M., Ledeczi, A. Acoustic Ranging in Resource Constrained Sensor Networks. Technical Report, ISIS-04-504, February 25, 2004 (available at http://www.isis.vanderbilt.edu/publications.asp)
|
| |
20
|
Stoughton, R. Measurements of Small Caliber Ballistic Shock Waves in Air. JASA 102 (2), Pt. 1, 1997.
|
| |
21
|
Vick, A. et al. Aerospace Operations in Urban Environments: Exploring New Concepts. In RAND MR-1187, 2000.
|
 |
22
|
|
| |
23
|
A Review on Interval Computation -- Software and Applications, (with S. Xu, X. Yang), Int. J. of Computational and Numerical Analysis and Applications, Vol. 1, No. 2, pp. 149-162, 2002.
|
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|
|
|
|
|
|
|
|
|
|
|
Miklós Maróti , Branislav Kusy , Gyula Simon , Ákos Lédeczi, The flooding time synchronization protocol, Proceedings of the 2nd international conference on Embedded networked sensor systems, November 03-05, 2004, Baltimore, MD, USA
|
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|
|
|
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Saurabh Ganeriwal , Deepak Ganesan , Hohyun Shim , Vlasios Tsiatsis , Mani B. Srivastava, Estimating clock uncertainty for efficient duty-cycling in sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Ákos Lédeczi , András Nádas , Péter Völgyesi , György Balogh , Branislav Kusy , János Sallai , Gábor Pap , Sebestyén Dóra , Károly Molnár , Miklós Maróti , Gyula Simon, Countersniper system for urban warfare, ACM Transactions on Sensor Networks (TOSN), v.1 n.2, p.153-177, November 2005
|
|
|
Joseph Polastre , Jonathan Hui , Philip Levis , Jerry Zhao , David Culler , Scott Shenker , Ion Stoica, A unifying link abstraction for wireless sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Geoffrey Werner-Allen , Geetika Tewari , Ankit Patel , Matt Welsh , Radhika Nagpal, Firefly-inspired sensor network synchronicity with realistic radio effects, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Lin Gu , Dong Jia , Pascal Vicaire , Ting Yan , Liqian Luo , Ajay Tirumala , Qing Cao , Tian He , John A. Stankovic , Tarek Abdelzaher , Bruce H. Krogh, Lightweight detection and classification for wireless sensor networks in realistic environments, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Miklós Maróti , Péter Völgyesi , Sebestyén Dóra , Branislav Kusý , András Nádas , Ákos Lédeczi , György Balogh , Károly Molnár, Radio interferometric geolocation, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Radu Stoleru , Tian He , John A. Stankovic , David Luebke, A high-accuracy, low-cost localization system for wireless sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
|
|
|
|
|
|
Carl Hartung , Richard Han , Carl Seielstad , Saxon Holbrook, FireWxNet: a multi-tiered portable wireless system for monitoring weather conditions in wildland fire environments, Proceedings of the 4th international conference on Mobile systems, applications and services, June 19-22, 2006, Uppsala, Sweden
|
|
|
Ákos Lédeczi , Péter Völgyesi , Miklós Maróti , Gyula Simon , György Balogh , András Nádas , Branislav Kusy , Sebestyén Dóra , Gábor Pap, Multiple simultaneous acoustic source localization in urban terrain, Proceedings of the 4th international symposium on Information processing in sensor networks, April 24-27, 2005, Los Angeles, California
|
|
|
|
|
|
|
|
|
|
|
|
Tian He , Sudha Krishnamurthy , Liqian Luo , Ting Yan , Lin Gu , Radu Stoleru , Gang Zhou , Qing Cao , Pascal Vicaire , John A. Stankovic , Tarek F. Abdelzaher , Jonathan Hui , Bruce Krogh, VigilNet: An integrated sensor network system for energy-efficient surveillance, ACM Transactions on Sensor Networks (TOSN), v.2 n.1, p.1-38, February 2006
|
|
|
Ben Greenstein , Christopher Mar , Alex Pesterev , Shahin Farshchi , Eddie Kohler , Jack Judy , Deborah Estrin, Capturing high-frequency phenomena using a bandwidth-limited sensor network, Proceedings of the 4th international conference on Embedded networked sensor systems, October 31-November 03, 2006, Boulder, Colorado, USA
|
|
|
Radu Stoleru , Pascal Vicaire , Tian He , John A. Stankovic, StarDust: a flexible architecture for passive localization in wireless sensor networks, Proceedings of the 4th international conference on Embedded networked sensor systems, October 31-November 03, 2006, Boulder, Colorado, USA
|
|
|
Julius Degesys , Ian Rose , Ankit Patel , Radhika Nagpal, DESYNC: self-organizing desynchronization and TDMA on wireless sensor networks, Proceedings of the 6th international conference on Information processing in sensor networks, April 25-27, 2007, Cambridge, Massachusetts, USA
|
|
|
Andrew T. Campbell , Shane B. Eisenman , Nicholas D. Lane , Emiliano Miluzzo , Ronald A. Peterson, People-centric urban sensing, Proceedings of the 2nd annual international workshop on Wireless internet, p.18-es, August 02-05, 2006, Boston, Massachusetts
|
|
|
Anmol Sheth , Chandramohan A. Thekkath , Prakshep Mehta , Kalyan Tejaswi , Chandresh Parekh , Trilok N. Singh , Uday B. Desai, Senslide: a distributed landslide prediction system, ACM SIGOPS Operating Systems Review, v.41 n.2, p.75-87, April 2007
|
|
|
Peter Volgyesi , Gyorgy Balogh , Andras Nadas , Christopher B. Nash , Akos Ledeczi, Shooter localization and weapon classification with soldier-wearable networked sensors, Proceedings of the 5th international conference on Mobile systems, applications and services, June 11-13, 2007, San Juan, Puerto Rico
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Pascal Vicaire , Tian He , Qing Cao , Ting Yan , Gang Zhou , Lin Gu , Liqian Luo , Radu Stoleru , John A. Stankovic , Tarek F. Abdelzaher, Achieving long-term surveillance in VigilNet, ACM Transactions on Sensor Networks (TOSN), v.5 n.1, p.1-39, February 2009
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
Jren-Chit Chin , David K.Y. Yau , Nageswara S.V. Rao , Yong Yang , Chris Y.T. Ma , Mallikarjun Shankar, Accurate localization of low-level radioactive source under noise and measurement errors, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Konrad Lorincz , Bor-rong Chen , Jason Waterman , Geoff Werner-Allen , Matt Welsh, Resource aware programming in the Pixie OS, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
Liqian Luo , Qing Cao , Chengdu Huang , Lili Wang , Tarek F. Abdelzaher , John A. Stankovic , Michael Ward, Design, implementation, and evaluation of EnviroMic: A storage-centric audio sensor network, ACM Transactions on Sensor Networks (TOSN), v.5 n.3, p.1-35, May 2009
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