Decision fusion with unknown sensor detection probability

IEEE Signal Processing Letters

Volumn 21, Issue 2, 2014, Pages 208-212

  Ciuonzo, D ^a   Salvo Rossi, P ^a  

^a SECOND UNIVERSITY OF NAPLES   (Italy)

Author keywords

Decentralized detection; decision fusion; locally optimum detection (LOD); wireless sensor networks (WSNs)

Indexed keywords

CHANNEL AWARE; DECENTRALIZED DETECTION; DECISION FUSION; DETECTION PROBABILITIES; FUSION RULE; LINEAR COMPLEXITY; LOCALLY-OPTIMUM DETECTION (LOD); WIRELESS SENSOR NETWORK (WSNS);

ELECTRICAL ENGINEERING; SIGNAL PROCESSING;

WIRELESS SENSOR NETWORKS;

EID: 84893380104     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2013.2295054     Document Type: Article

References (16)

1. P. K. Varshney, Distributed Detection and Data Fusion, 1st ed. ed. New York, NY, USA: Springer-Verlag, 1996.
2. D. Ciuonzo, G. Romano, and P. Salvo Rossi, "Optimality of received energy in decision fusion over Rayleigh fading diversity MAC with non-identical sensors, " IEEE Trans. Signal Process., vol. 61, no. 1, pp. 22-27, Jan. 2013.
3. A. Lei and R. Schober, "Coherent Max-Log decision fusion in wireless sensor networks, " IEEE Trans. Commun., vol. 58, no. 5, pp. 1327-1332, May 2010.
4. B. Chen, R. Jiang, T. Kasetkasem, and P. K. Varshney, "Channel aware decision fusion in wireless sensor networks, " IEEE Trans. Signal Process., vol. 52, no. 12, pp. 3454-3458, Dec. 2004.
5. R. Jiang and B. Chen, "Fusion of censored decisions in wireless sensor networks, " IEEE Trans. Wireless Commun., vol. 4, no. 6, pp. 2668-2673, Nov. 2005. (Pubitemid 41812057)
6. D. Ciuonzo, G. Romano, and P. Salvo Rossi, "Channel-aware decision fusion in distributed MIMO wireless sensor networks: Decode-andfuse vs. decode-then-fuse, " IEEE Trans. Wireless Commun., vol. 11, no. 8, pp. 2976-2985, Aug. 2012.
7. J.-Y. Wu, C.-W. Wu, T.-Y. Wang, and T.-S. Lee, "Channel-aware decision fusion with unknown local sensor detection probability, " IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1457-1463, Mar. 2010.
8. B. Picinbono, "On deflection as a performance criterion in detection, " IEEE Trans. Aerosp. Electron. Syst., vol. 31, no. 3, pp. 1072-1081, Jul. 1995.
9. D. Ciuonzo, G. Romano, and P. Salvo Rossi, "Performance analysis of maximum ratio combining in channel-aware MIMO decision fusion, " IEEE Trans. Wireless Commun., vol. 12, no. 9, pp. 4716-4728, Sep. 2013.
10. S. A. Kassam and J. B. Thomas, Signal Detection in Non-Gaussian Noise. New York, NY, USA: Springer-Verlag, 1988.
11. S. M. Kay, Fundamentals of Statistical Signal Processing, 2: Detection Theory. Upper Saddle River, NJ, USA: Prentice-Hall PTR, Jan. 1998.
12. S. Chaudhari, J. Lundén, V. Koivunen, and H. V. Poor, "Cooperative sensing with imperfect reporting channels: Hard decisions or soft decisions?, " IEEE Trans. Signal Process., vol. 60, no. 1, pp. 18-28, Jan. 2012.
13. A. Papoulis, Probability, Random Variables and Stochastic Processes, 3rd ed. ed. New York, NY, USA: McGraw-Hill Companies, Feb. 1991.
14. G. H. Hardy, J. E. Littlewood, and G. Pólya, Inequalities, Cambridge Mathematical Library. Cambridge, U.K.: Cambridge Univ. Press, 1988.
15. D. S. Bernstein, Matrix Mathematics: Theory, Facts, and Formulas. Princeton, NJ, USA: Princeton Univ. Press, 2009.
16. S. M. Kay, Fundamentals of Statistical Signal Processing, 1: Estimation Theory. Upper Saddle River, NJ, USA: Prentice-Hall PTR, 1993.