Estimation over fading channels with limited feedback using distributed sensing

IEEE Transactions on Signal Processing

Volumn 58, Issue 1, 2010, Pages 414-425

  Banavar, Mahesh K ^a   Tepedelenlioǧlu, Cihan ^a   Spanias, Andreas ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Distributed estimation; Fading channels; Feedback; Multisensor systems; Parameter estimation; Quantization

Indexed keywords

ANALYTICAL RESULTS; ASYMPTOTIC VARIANCE; CHANNEL INFORMATION; CHANNEL KNOWLEDGE; CHANNEL PHASE; CHANNEL STATISTICS; CORRELATED CHANNELS; DISTRIBUTED ESTIMATION; DISTRIBUTED SENSING; FEEDBACK ERROR; FEEDBACK QUANTIZATION; FUSION CENTER; LIMITED FEEDBACK; MULTI-SENSOR SYSTEMS; MULTIPLE ACCESS; MULTIPLE ACCESS CHANNELS; NUMERICAL RESULTS; PARTIAL CHANNEL INFORMATION; RATE OF CONVERGENCE; SIMULATION RESULT; SOURCE PARAMETERS; SPEED OF CONVERGENCE;

APPROXIMATION THEORY; ASYMPTOTIC ANALYSIS; DEGRADATION; PARAMETER ESTIMATION; RAYLEIGH FADING; SENSORS; SIMULATORS; WIRELESS SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

FADING CHANNELS;

EID: 72949105636     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2028196     Document Type: Article

References (23)

1. C. Tepedelenliǒglu, M. K. Banavar, and A. Spanias, "Asymptotic analysis of distributed estimation over fading multilple access channels," in Proc. 41st Asilomar Conf. Signals, Syst. Comput., Nov. 2007, pp. 2140-2144.
2. M. K. Banavar, C. Tepedelenliǒglu, and A. Spanias, "Performance of distributed estimation over multiple access fading channels with partial feedback," in Proc. Int. Conf. Acoust., Speech Signal Process. (ICASSP), Apr. 2008, pp. 2253-2256.
3. S. Cui, J. Xiao, A. Goldsmith, Z.-Q. Luo, and H. V. Poor, "Estimation diversity and energy efficiency in distributed sensing," IEEE Trans. Signal Process. , vol.55, no.9, pp. 4683-4695, Sep. 2007.
4. M. Gastpar and M. Vetterli, "Source-channel communication in sensor networks," in Proc. 2nd Int. Workshop on Inf. Process. Sens. Netw. (IPSN), Apr. 2003, pp. 162-177.
5. A. Ribeiro and G. B. Giannakis, "Bandwidth-constrained distributed estimation for wireless sensor networks-Part I: Gaussian case," IEEE Trans. Signal Process., vol.54, no.3, pp. 1131-1143, Mar. 2006.
6. A. Ribeiro and G. B. Giannakis, "Bandwidth-constrained distributed estimation for wireless sensor networks part II: Unknown probability density function," IEEE Trans. Signal Process., vol.54, no.7, pp. 2784-2796, Jul. 2006.
7. Z.-Q. Luo, "Universal decentralized estimation in a bandwidth constrained sensor network," IEEE Trans. Inf. Theory, vol.51, no.6, pp. 2210-2219, Jun. 2005.
8. T. C. Aysal and K. E. Barner, "Sensor data cryptography in wireless sensor networks," IEEE Trans. Inf. Forens. Secur., vol.3, no.2, pp. 273-289, Jun. 2008.
9. V. Kapnadak, M. Senel, and E. J. Coyle, "Distributed incumbent estimation for cognitive wireless networks," in Proc. CISS 2008 42nd Ann. Conf. Inf. Sci. Syst., Mar. 2008, pp. 588-593.
10. 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.
11. R. Niu, B. Chen, and P. K. 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.
12. J. Xiao, S. Cui, Z.-Q. Luo, and A. J. Goldsmith, "Linear coherent decentralized estimation," IEEE Trans. Signal Process., vol.56, no.2, pp. 757-770, Feb. 2008.
13. G. Mergen and L. Tong, "Type based estimation over multiaccess channels," IEEE Trans. Signal Process., vol.54, no.2, pp. 613-626, Feb. 2006.
14. B. Porat, Digital Processing of Random Signals: Theory and Methods. Englewood Cliffs, NJ: Prentice-Hall, 1993.
15. C. Tepedelenliǒglu, A. Abdi, and G. B. Giannakis, "The ricean K factor: Estimation and performance analysis," IEEE Trans. Wireless Commun., vol.2, no.4, pp. 799-810, Jul. 2003.
16. A. Goldsmith, Wireless Communications, 1st ed. New York: Cambridge Univ. Press, 2005.
17. S. Boyd and L. Vandenberghe, Convex Optimization. New York: Cambridge Univ. Press, 2004.
18. M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions. New York: Courier Dover, 1965.
19. Y. S. Shmaliy, "Von mises/tikhonov-based distributions for systems with differential phase measurement," Signal Process., vol.85, no.4, pp. 693-703, Apr. 2004.
20. I. S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series and Products, 7th ed. New York: Academic, 2007.
21. P. Billingsley, Probability and Measure, 3rd ed. New York: Wiley, 1995.
22. A. D. Smith, M. K. Banavar, C. Tepedelenliǒglu, and A. Spanias, "Distributed estimation over fading MACs with multiple antennas at the fusion center," in Asilomar Conf. Signals, Syst. Comput., 2009, submitted for publication.
23. W. Hoeffding and H. Robbins, "The central limit theorem for dependent random variables," Duke Math J., vol.15, no.3, pp. 773-780, 1948.