Scalable PHY-layer security for distributed detection in wireless sensor networks

IEEE Transactions on Information Forensics and Security

Volumn 7, Issue 4, 2012, Pages 1118-1126

  Soosahabi, Reza ^a   Naraghi Pour, Mort ^a  

^a LOUISIANA STATE UNIVERSITY   (United States)

Author keywords

Decentralized detection; decision fusion rule; information security; soft decision; wireless sensor networks

Indexed keywords

BANDWIDTH-CONSTRAINED; BINARY HYPOTHESIS TESTING; CONSTRAINED OPTIMIZATION PROBLEMS; DECENTRALIZED DETECTION; DECISION FUSION RULES; DECISION RULES; DISTRIBUTED DETECTION; ENCRYPTION KEY; ENCRYPTION METHODS; ERROR PROBABILITIES; FUSION CENTER; LOW COMPUTATIONAL COMPLEXITY; LOW POWER; LOW PROBABILITY; LOWER BOUNDS; NON-BINARY; NUMERICAL RESULTS; OBJECTIVE FUNCTIONS; OPTIMAL SOLUTIONS; OUTPUT LEVELS; PACKET OVERHEAD; PHY-LAYER SECURITY; PROBABILITY MATRIXES; QUANTIZERS; SOFT DECISION; SPACE EXPLORATIONS; SUBOPTIMAL SOLUTION; THIRD PARTIES; TRANSMIT POWER;

CONSTRAINED OPTIMIZATION; CRYPTOGRAPHY; SECURITY OF DATA; SENSORS; SPACE RESEARCH; WIRELESS SENSOR NETWORKS;

PROBABILITY;

EID: 84863928823     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2012.2194704     Document Type: Article

References (25)

1. Y. Wang, G. Attebury, and B. Ramamurthy, "A survey of security issues in wireless sensor networks," Proc. IEEE Commun. Surveys Tutorials, vol. 8, no. 2, pp. 2-23, 2006.
2. X. Du and H.-H. Chen, "Security in wireless sensor networks," IEEE Wireless Commun., vol. 15, no. 4, pp. 60-66, Aug. 2008.
3. S. C. Karlof,N. , andD.Wagner, "Tinysec: A link layer security architecture for wireless sensor networks," in Proc. 2nd Int. Conf. Embedded Networked Sensor Systems, Nov. 2004, pp. 162-175.
4. Y.-T. Wang and R. Bagrodia, "Sensec: A scalable and accurate framework for wireless sensor network security evaluation," in Proc. 31st Int. Conf. Distributed Computing Systems Workshops (ICDCSW), Jun. 2011, pp. 230-239.
5. X. Chen,K.Makki,K.Yen, andN. Pissinou, "Sensor network security: A survey," IEEE Commun. Surveys, vol. 11, no. 2, pp. 52-73, Mar. 2009.
6. R. Tenney and N. Sandell, "Detection with distributed sensors," IEEE Trans. Aerospace Electronic Syst., vol. AES-17, no. 4, pp. 501-510, Jul. 1981.
7. Q. Zhang, P. Varshney, and R. Wesel, "Optimal bi-level quantization of i.i.d. sensor observations for binary hypothesis testing," IEEE Trans. Inform. Theory, vol. 48, no. 7, pp. 2105-2111, Jul. 2002.
8. Z. Chair and P. Varshney, "Optimal data fusion in multiple sensor detection systems," IEEE Trans. Aerospace Electronic Syst., vol. AES-22, no. 1, pp. 98-101, Jan. 1986. (Pubitemid 16572493)
9. B. Chen, R. Jiang, T. Kasetkasem, and P. Varshney, "Channel aware decision fusion in wireless sensor networks," IEEE Trans. Signal Process., vol. 52, no. 12, pp. 3454-3458, Dec. 2004.
10. R.Niu, B. Chen, and P.Varshney, "Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks," IEEE Trans. Signal Process., vol. 54, no. 3, pp. 1018-1027, Mar. 2006. (Pubitemid 43280577)
11. W. Shi, T. Sun, and R. Wesel, "Quasi-convexity and optimal binary fusion for distributed detection with identical sensors in generalized gaussian noise," IEEE Trans. Inform. Theory, vol. 47, no. 1, pp. 446-450, Jan. 2001. (Pubitemid 32248230)
12. T. Aysal and K. Barner, "Sensor data cryptography in wireless sensor networks," IEEE Trans. Inform. Forensics Security, vol. 3, no. 2, pp. 273-289, Jun. 2008. (Pubitemid 351709460)
13. P. Varshney, Distributed Detection and Data Fusion. New York: Springer, 1997.
14. C.-C. Lee and J.-J. Chao, "Optimum local decision space partitioning for distributed detection," IEEE Trans. Aerospace Electronic Syst., vol. 25, no. 4, pp. 536-544, Jul. 1989.
15. A. Papoulis and S. Pillai, Probabilty, Random Variables and Stochastic Processes, 4th ed. New York: McGraw-Hill, 2009.
16. A. Barvinok, "Lattice points, polyhedra, and complexity," Geometric Combinatorics, IAS/Park CityMath. Ser. vol. 13, pp. 19-62, 2007 [Online]. Available: http://www.math.lsa.umich.edu/barvinok/lectures.pdf
17. G. Nash and A. Sofer, Linear and Nonlinear Programming, 1st ed. New York: McGraw-Hill, 1995.
18. A. Boyd and L. Vandenberghe, Convex Optimization, 1st ed. Cambridge, U.K.: Cambridge Univ. Press, 2004.
19. M. L. Balinski, "An algorithm for finding all vertices of convex polyhedral sets," SIAM J. Appl. Math., vol. 9, pp. 72-88, 1961.
20. D. Seetharam and S. Rhee, "An efficient pseudo random number generator for low-power sensor networks [wireless networks]," in Proc. IEEE Annu. Int. Conf. Local Computer Networks, Nov. 2004, pp. 560-562. (Pubitemid 40845272)
21. A. Francillon and C. Castelluccia, "Tinyrng: A cryptographic random number generator for wireless sensors network nodes," in Proc. 5th Int. Symp. WiOpt Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops, Apr. 2007, pp. 1-7.
22. D. Seetharam and S. Rhee, "An efficient pseudo random number generator for low-power sensor networks [wireless networks]," in Proc. 29th Annu. IEEE Conf. Local Computer Networks, Nov. 2004, pp. 560-562. (Pubitemid 40845272)
23. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: A survey," Computer Networks, vol. 38, pp. 393-422, 2002. (Pubitemid 34181630)
24. A. Suri, S. Iyengar, and E. Cho, "Ecoinformatics using wireless sensor networks:An overview," in Proc. 4th Int. Conf. Ecological Informatics, Nov. 2006, vol. 1, no. 3, pp. 287-293. (Pubitemid 44602586)
25. S. Golomb, Shift Register Sequences. San Francisco, CA: Holden- Day, 1967.