Optimizing the collection of local decisions for time-constrained distributed detection in WSNs

Proceedings - IEEE INFOCOM

Volumn , Issue , 2013, Pages 1923-1931

  Laitrakun, Seksan ^a   Coyle, Edward J ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL THROUGHPUT; DETECTION ERROR PROBABILITY; DISTRIBUTED DETECTION; NOISE DISTRIBUTION; OPTIMIZATION PROBLEMS; RANDOM ACCESS CHANNEL; RANDOM ACCESS PROTOCOL; RELIABILITY THRESHOLD;

OPTIMIZATION; RELIABILITY;

SENSOR NODES;

EID: 84883094562     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.2013.6566992     Document Type: Conference Paper

References (20)

1. R. Viswanathan and P. K. Varshney, "Distributed detection with multiple sensors: Part I-Fundamentals," Proc. IEEE, vol. 85, no. 1, pp. 54-63, Jan. 1997.
2. R. S. Blum, S. A. Kassam, and H. V. Poor, "Distributed detection with multiple sensors: Part II-Advanced topics," Proc. IEEE, vol. 85, no. 1, pp. 64-79, Jan. 1997.
3. R. S. Blum and B. M Sadler, "Energy efficient signal detection in sensor networks using ordered transmission," IEEE Trans. Signal Proc., vol. 56, no. 7, pp. 3229-3235, Jul. 2008.
4. Z. Chair and P. K. Varshney, "Optimal data fusion in multiple sensor detection systems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, pp. 98-101, Jan. 1986.
5. Q. Tian and E. J. Coyle, "Optimal distributed detection in clustered wireless sensor networks," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3892-3904, Jul. 2007.
6. X. Sun and E. J. Coyle, "Low-complexity algorithms for event detection in wireless sensor networks," IEEE J. Sel. Areas Commun., vol. 28, no. 7, pp. 1138-1148, Sep. 2010.
7. C. Rago, P. Willett, and Y. Bar-Shalom, "Censoring sensors: A lowcommunication- rate scheme for distributed detection," IEEE Trans. Aerosp. Electron. Syst., vol. 32, no. 2, pp. 554-568, Apr. 1996.
8. V. W. Cheng and T.-Y. Wang, "Performance analysis of distributed decision fusion using a multilevel censoring scheme in wireless sensor networks," IEEE Trans. Veh. Technol., vol. 61, no. 4, pp. 1610-1619, May 2012.
9. Y. Yao, "Group-ordered SPRT for decentraized detection," IEEE Trans. Inf. Theory, vol. 58, no. 6, pp. 3564-3574, Jun. 2012.
10. D. Bertsekas and R. Gallager, Data Networks. 2nd ed., Englewood Cliffs, NJ: Prentice-Hall, 1992.
11. Y. Yuan and M. Kam, "Distributed decision fusion with a random-access channel for sensor network applications," IEEE Trans. Instrum. Meas., vol. 53, no. 4, pp. 1339-1344, Aug. 2004.
12. T.-Y. Chang, T.-C. Hsu, and Y.-W. P. Hong, "Exploiting data-dependent transmission control and MAC timing information for distributed detection in sensor networks," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1369-1382, Mar. 2010.
13. D. Xu and Y. Yao, "Contention-based transmission for decentralized detection," IEEE Trans. Wireless Commun., vol. 11, no. 4, pp. 1334- 1342, Apr. 2012.
14. A. Papoulis and S. U. Pillai, Probability, Random Variables, and Stochastic Processes, 4th ed. McGraw-Hill, 2002.
15. R. Niu and P. K. Varshney, "Target location estimation in sensor networks with quantized data," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4519-4528, Dec. 2006.
16. P. Addesso, S. Marano, and V. Matta, "Sequential sampling in sensor networks for detection with censoring nodes," IEEE Trans. Signal Process., vol. 55, no. 11, pp. 5497-5505, Nov. 2007.
17. M. K. Simon and M.-S. Alouini, Digital Communication over Fading Channels. New York: John Willey & Sons, 2000.
18. J. W. Craig, "A new, simple and exact result for calculating the probability of error for two-dimensional signal constellations," IEEE MILCOM'91 Conf. Rec., Boston, pp. 25.5.1-25.5.5.
19. S. A. Kassam, "Optimum quantization for signal detection," IEEE Trans. Commun., vol. COM-25, no. 5, pp. 479-484, May 1977.
20. H. V. Poor and J. B. Thomas, "Memoryless quantizer-detectors for constant signals in m-dependent noise," IEEE Trans. Inf. Theory, vol. IT-26, no. 4, pp. 423-432, Jul. 1980.