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Volumn 55, Issue 11, 2007, Pages 5485-5496

Asymptotic design of quantizers for decentralized MMSE estimation

Author keywords

Distributed estimation; High resolution quantization; Multiterminal inference

Indexed keywords

CODING ERRORS; DECODING; ERROR ANALYSIS; MEAN SQUARE ERROR;

EID: 36249020809     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.898755     Document Type: Article
Times cited : (35)

References (34)
  • 1
    • 14844350457 scopus 로고
    • Decentralized estimation and decision theory
    • presented at the, Mt. Kisco, NY, Sep
    • T. Berger, "Decentralized estimation and decision theory," presented at the IEEE 7th Spring Workshop Inf. Theory, Mt. Kisco, NY, Sep. 1979. 2
    • (1979) IEEE 7th Spring Workshop Inf. Theory , pp. 2
    • Berger, T.1
  • 2
    • 0015432623 scopus 로고
    • Optimum quantizers and permutation codes
    • Nov
    • T. Berger, "Optimum quantizers and permutation codes," IEEE Trans. Inf. Theory, vol. IT-18, no. 6, pp. 759-765, Nov. 1972.
    • (1972) IEEE Trans. Inf. Theory , vol.IT-18 , Issue.6 , pp. 759-765
    • Berger, T.1
  • 3
    • 0020102221 scopus 로고
    • Minimum entropy quantizers and permutation codes
    • Mar
    • T. Berger, "Minimum entropy quantizers and permutation codes," IEEE Trans. Inf. Theory, vol. IT-28, no. 2, pp. 149-157, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 149-157
    • Berger, T.1
  • 5
    • 4344610805 scopus 로고    scopus 로고
    • An upper bound on the sum-rate distortion function and its corresponding rate allocation schemes for the CEO problem
    • Aug
    • J. Chen, X. Zhang, T. Berger, and S. Wickler, "An upper bound on the sum-rate distortion function and its corresponding rate allocation schemes for the CEO problem," IEEE J. Sel. Areas Commun., vol. 22, no. 6, pp. 977-987, Aug. 2004.
    • (2004) IEEE J. Sel. Areas Commun , vol.22 , Issue.6 , pp. 977-987
    • Chen, J.1    Zhang, X.2    Berger, T.3    Wickler, S.4
  • 7
    • 0000384967 scopus 로고
    • Information transmission with additional noise
    • Jul
    • R. L. Dobrushin and B. S. Tsybakov, "Information transmission with additional noise," IRE Trans. Inf. Theory, vol. IT-8, no. 5, pp. 293-304, Jul. 1962.
    • (1962) IRE Trans. Inf. Theory , vol.IT-8 , Issue.5 , pp. 293-304
    • Dobrushin, R.L.1    Tsybakov, B.S.2
  • 9
    • 0003860037 scopus 로고
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, Eds, London, U.K, Chapman & Hall
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, Eds., Markov Chain Monte Carlo in Practice. London, U.K.: Chapman & Hall, 1995.
    • (1995) Markov Chain Monte Carlo in Practice
  • 10
    • 38349040753 scopus 로고
    • Asymptotically efficient quantizing
    • Sep
    • H. Gish and J. N. Pierce, "Asymptotically efficient quantizing," IEEE Trans. Inf. Theory, vol. IT-14, no. 5, pp. 676-683, Sep. 1968.
    • (1968) IEEE Trans. Inf. Theory , vol.IT-14 , Issue.5 , pp. 676-683
    • Gish, H.1    Pierce, J.N.2
  • 11
    • 17144365786 scopus 로고    scopus 로고
    • On rate-constrained distributed estimation in unreliable sensor networks
    • Apr
    • P. Ishwar, R. Puri, S. S. Pradhan, and K. Ramchandran, "On rate-constrained distributed estimation in unreliable sensor networks," IEEE J. Sel. Areas Commun., vol. 23, no. 4, pp. 765-775, Apr. 2005.
    • (2005) IEEE J. Sel. Areas Commun , vol.23 , Issue.4 , pp. 765-775
    • Ishwar, P.1    Puri, R.2    Pradhan, S.S.3    Ramchandran, K.4
  • 12
    • 0001431499 scopus 로고
    • Optimal mean square quantization of a noisy input
    • Apr
    • T. Fine, "Optimal mean square quantization of a noisy input," IEEE Trans. Inf. Theory, vol. IT-11, no. 2, pp. 293-294, Apr. 1965.
    • (1965) IEEE Trans. Inf. Theory , vol.IT-11 , Issue.2 , pp. 293-294
    • Fine, T.1
  • 13
    • 0023670154 scopus 로고
    • Encoding of correlated observations
    • Nov
    • T. J. Flynn and R. M. Gray, "Encoding of correlated observations," IEEE Trans. Inf. Theory, vol. IT-33, no. 6, pp. 773-787, Nov. 1987.
    • (1987) IEEE Trans. Inf. Theory , vol.IT-33 , Issue.6 , pp. 773-787
    • Flynn, T.J.1    Gray, R.M.2
  • 14
    • 0018491303 scopus 로고
    • Asymptotically optimal block quantization
    • Jul
    • A. Gersho, "Asymptotically optimal block quantization," IEEE Trans. Inf. Theory, vol. IT-25, no. 4, pp. 373-380, Jul. 1979.
    • (1979) IEEE Trans. Inf. Theory , vol.IT-25 , Issue.4 , pp. 373-380
    • Gersho, A.1
  • 15
    • 0032182895 scopus 로고    scopus 로고
    • Statistical inference under multiterminal data compression
    • Oct
    • T. S. Han and S. Amari, "Statistical inference under multiterminal data compression," IEEE Trans. Inf. Theory, vol. 44, no. 6, pp. 2300-2324, Oct. 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.44 , Issue.6 , pp. 2300-2324
    • Han, T.S.1    Amari, S.2
  • 17
    • 36249007289 scopus 로고    scopus 로고
    • V. Matta, Multitermial inference and sensor networks, Ph.D. dissertation, Dept. Inf. Electr. Eng. (DIIIE), Univ. Salerno, Salerno, Italy, Apr. 2005.
    • V. Matta, "Multitermial inference and sensor networks," Ph.D. dissertation, Dept. Inf. Electr. Eng. (DIIIE), Univ. Salerno, Salerno, Italy, Apr. 2005.
  • 18
    • 0032074619 scopus 로고    scopus 로고
    • The rate-distortion function for the quadratic Gaussian CEO problem
    • May
    • Y. Oohama, "The rate-distortion function for the quadratic Gaussian CEO problem," IEEE Trans. Inf. Theory, vol. 44, no. 3, pp. 1057-1070, May 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.44 , Issue.3 , pp. 1057-1070
    • Oohama, Y.1
  • 20
    • 0024079242 scopus 로고
    • Fine quantization in signal detection and estimation
    • Sep
    • H. V. Poor, "Fine quantization in signal detection and estimation," IEEE Trans. Inf. Theory, vol. 34, no. 5, pp. 960-972, Sep. 1988.
    • (1988) IEEE Trans. Inf. Theory , vol.34 , Issue.5 , pp. 960-972
    • Poor, H.V.1
  • 21
    • 21644474913 scopus 로고    scopus 로고
    • Wyner-Ziv quantization and transform coding of noisy sources at high rates
    • Nov. 7-10
    • D. Rebollo-Monedero, S. Rane, and B. Girod, "Wyner-Ziv quantization and transform coding of noisy sources at high rates," in Proc. 38th Asilomar Conf. Signals, Syst, Comput., Nov. 7-10, 2004, vol. 2, pp. 2084-2088.
    • (2004) Proc. 38th Asilomar Conf. Signals, Syst, Comput , vol.2 , pp. 2084-2088
    • Rebollo-Monedero, D.1    Rane, S.2    Girod, B.3
  • 22
    • 0010354320 scopus 로고
    • Source encoding in the presence of random disturbance
    • Jan
    • D. J. Sakrison, "Source encoding in the presence of random disturbance," IEEE Trans. Inf. Theory, vol. IT-14, no. 1, pp. 165-166, Jan. 1968.
    • (1968) IEEE Trans. Inf. Theory , vol.IT-14 , Issue.1 , pp. 165-166
    • Sakrison, D.J.1
  • 23
    • 0015648934 scopus 로고
    • Noiseless coding of correlated information sources
    • Jul
    • D. Slepian and J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inf. Theory, vol. IT- 19, no. 4, pp. 471-480, Jul. 1973.
    • (1973) IEEE Trans. Inf. Theory , vol.IT- 19 , Issue.4 , pp. 471-480
    • Slepian, D.1    Wolf, J.K.2
  • 24
    • 0023862127 scopus 로고
    • Decentralized detection by a large number of sensors
    • J. N. Tsitsiklis, "Decentralized detection by a large number of sensors," Math. Control Signals Syst., vol. 1, pp. 167-182, 1988.
    • (1988) Math. Control Signals Syst , vol.1 , pp. 167-182
    • Tsitsiklis, J.N.1
  • 25
    • 33747086715 scopus 로고    scopus 로고
    • Detection, Estimation and Modulation Theory
    • H. L. Van Trees, Detection, Estimation and Modulation Theory. New York: Wiley, 2001, pt. 1.
    • New York: Wiley , vol.2001 , Issue.PART. 1
    • Van Trees, H.L.1
  • 26
    • 0031237864 scopus 로고    scopus 로고
    • The quadratic Gaussian CEO problem
    • Sep
    • H. Viswanathan and T. Berger, "The quadratic Gaussian CEO problem," IEEE Trans. Inf. Theory, vol. 43, no. 5, pp. 1549-1559, Sep.1997.
    • (1997) IEEE Trans. Inf. Theory , vol.43 , Issue.5 , pp. 1549-1559
    • Viswanathan, H.1    Berger, T.2
  • 27
    • 0035397701 scopus 로고    scopus 로고
    • On the whiteness of high-resolution quantization errors
    • Jul
    • H. Viswanathan and R. Zamir, "On the whiteness of high-resolution quantization errors," IEEE Trans. Inf. Theory, vol. IT-47, no. 5, pp. 2029-2038, Jul. 2001.
    • (2001) IEEE Trans. Inf. Theory , vol.IT-47 , Issue.5 , pp. 2029-2038
    • Viswanathan, H.1    Zamir, R.2
  • 28
    • 0023983471 scopus 로고
    • A general class of lower bounds in parameter estimation
    • Mar
    • E. Weinstein and A. J. Weiss, "A general class of lower bounds in parameter estimation," IEEE Trans. Inf. Theory, vol. IT-34, no. 2, pp. 338-342, Mar. 1988.
    • (1988) IEEE Trans. Inf. Theory , vol.IT-34 , Issue.2 , pp. 338-342
    • Weinstein, E.1    Weiss, A.J.2
  • 29
    • 0019058668 scopus 로고
    • Indirect rate distortion problems
    • Sep
    • H. S. Witsenhausen, "Indirect rate distortion problems," IEEE Trans. Inf. Theory, vol. IT-26, no. 5, pp. 518-521, Sep. 1980.
    • (1980) IEEE Trans. Inf. Theory , vol.IT-26 , Issue.5 , pp. 518-521
    • Witsenhausen, H.S.1
  • 30
    • 0014814553 scopus 로고
    • Transmission of noisy information to a noisy receiver with minimum distortion
    • Jul
    • J. K. Wolf and J. Ziv, "Transmission of noisy information to a noisy receiver with minimum distortion," IEEE Trans. Inf. Theory, vol. IT-16, no. 4, pp. 406-411, Jul. 1970.
    • (1970) IEEE Trans. Inf. Theory , vol.IT-16 , Issue.4 , pp. 406-411
    • Wolf, J.K.1    Ziv, J.2
  • 31
    • 0019069689 scopus 로고
    • Source coding theory for multiterminal communication systems with a remote source
    • Oct
    • H. Yamamoto and K. Itoh, "Source coding theory for multiterminal communication systems with a remote source," Trans. Inst. Electr. Eng. Jpn. C, vol. E-63, no. 10, pp. 700-706, Oct. 1980.
    • (1980) Trans. Inst. Electr. Eng. Jpn. C , vol.E-63 , Issue.10 , pp. 700-706
    • Yamamoto, H.1    Itoh, K.2
  • 32
    • 0032637768 scopus 로고    scopus 로고
    • Multiterminal source coding with high resolution
    • Jan
    • R. Zamir and T. Berger, "Multiterminal source coding with high resolution," IEEE Trans. Inf. Theory, vol. IT-45, no. 1, pp. 106-117, Jan. 1999.
    • (1999) IEEE Trans. Inf. Theory , vol.IT-45 , Issue.1 , pp. 106-117
    • Zamir, R.1    Berger, T.2
  • 33
    • 0023980563 scopus 로고
    • Estimation via compressed information
    • Mar
    • Z. Zhang and T. Berger, "Estimation via compressed information," IEEE Trans. Inf. Theory, vol. 34, no. 2, pp. 198-211, Mar. 1988.
    • (1988) IEEE Trans. Inf. Theory , vol.34 , Issue.2 , pp. 198-211
    • Zhang, Z.1    Berger, T.2
  • 34
    • 0022055957 scopus 로고
    • On universal quantization
    • May
    • J. Ziv, "On universal quantization," IEEE Trans. Inf. Theory, vol. IT-31, no. 3, pp. 344-347, May 1985.
    • (1985) IEEE Trans. Inf. Theory , vol.IT-31 , Issue.3 , pp. 344-347
    • Ziv, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.