메뉴 건너뛰기




Volumn 55, Issue 12, 2009, Pages 5682-5699

Hyperplane-based vector quantization for distributed estimation in wireless sensor networks

Author keywords

Cram r Rao bound; Distributed estimation; Hyperplane based vector quantization; Optimization; Wireless sensor networks

Indexed keywords

BANDWIDTH CONSTRAINT; DISTRIBUTED ESTIMATION; FUSION CENTER; GAUSSIAN NOISE; HYPERPLANE-BASED VECTOR QUANTIZATION; ITERATIVE ALGORITHM; MATRIX; NEAR-OPTIMAL SOLUTIONS; NOISY VECTORS; OBSERVATION VECTORS; OPTIMIZATION PROBLEMS; PERFORMANCE ANALYSIS AND SIMULATION; SCALAR QUANTIZATION; VECTOR DESIGN; VECTOR PARAMETER; VECTOR QUANTIZERS; WIRELESS SENSOR;

EID: 77954587683     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2009.2032856     Document Type: Article
Times cited : (56)

References (24)
  • 1
    • 85032751970 scopus 로고    scopus 로고
    • Detection, classification, and tracking of targets
    • Mar.
    • D. Li, K. D. Wong, Y. H. Hu, and A. M. Sayeed, "Detection, classification, and tracking of targets," IEEE Signal Process. Mag., vol.19, no.2, pp. 17-29, Mar. 2002.
    • (2002) IEEE Signal Process. Mag. , vol.19 , Issue.2 , pp. 17-29
    • Li, D.1    Wong, K.D.2    Hu, Y.H.3    Sayeed, A.M.4
  • 3
    • 0027632040 scopus 로고
    • Distributed estimation and quantization
    • Jul.
    • J. Gubner, "Distributed estimation and quantization," IEEE Trans. Inf. Theory, vol.39, no.4, pp. 1456-1459, Jul. 1993.
    • (1993) IEEE Trans. Inf. Theory , vol.39 , Issue.4 , pp. 1456-1459
    • Gubner, J.1
  • 4
    • 0033888581 scopus 로고    scopus 로고
    • Quantizer design for distributed estimation with communication constraints and unknown observation statistics
    • Feb.
    • V. Megalooikonomou and Y. Yesha, "Quantizer design for distributed estimation with communication constraints and unknown observation statistics," IEEE Trans. Commun., vol.48, no.2, pp. 181-184, Feb. 2000.
    • (2000) IEEE Trans. Commun. , vol.48 , Issue.2 , pp. 181-184
    • Megalooikonomou, V.1    Yesha, Y.2
  • 5
    • 0027697863 scopus 로고
    • Design of quantizers for decentralized estimation systems
    • Nov.
    • W. M. Lam and A. R. Reibman, "Design of quantizers for decentralized estimation systems," IEEE Trans. Commun., vol.41, pp. 1602-1605, Nov. 1993.
    • (1993) IEEE Trans. Commun. , vol.41 , pp. 1602-1605
    • Lam, W.M.1    Reibman, A.R.2
  • 6
    • 0035269507 scopus 로고    scopus 로고
    • Sequential signal encoding from noisy measurements using quantizers with dynamic bias control
    • Mar.
    • H. Papadopoulos, G. Wornell, and A. Oppenheim, "Sequential signal encoding from noisy measurements using quantizers with dynamic bias control," IEEE Trans. Inf. Theory, vol.47, no.2, pp. 978-1002, Mar. 2001.
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.2 , pp. 978-1002
    • Papadopoulos, H.1    Wornell, G.2    Oppenheim, A.3
  • 7
    • 33244491229 scopus 로고    scopus 로고
    • Bandwidth-constrained distributed estimation for wireless sensor networks-Part I: Gaussian PDF
    • Mar.
    • A. Ribeiro and G. B. Giannakis, "Bandwidth-constrained distributed estimation for wireless sensor networks-Part I: Gaussian PDF," IEEE Trans. Signal Processing, vol.54, no.3, pp. 1131-1143, Mar. 2006
    • (2006) IEEE Trans. Signal Processing , vol.54 , Issue.3 , pp. 1131-1143
    • Ribeiro, A.1    Giannakis, G.B.2
  • 8
    • 17144419783 scopus 로고    scopus 로고
    • Universal decentralized estimation in a bandwidth constrained sensor network
    • DOI 10.1109/TIT.2005.847692
    • Z. Luo, "Universal decentralized estimation in a bandwidth constrained sensor network," IEEE Trans. Inf. Theory, vol.51, no.6, pp. 2210-2219, Jun. 2005. (Pubitemid 40843639)
    • (2005) IEEE Transactions on Information Theory , vol.51 , Issue.6 , pp. 2210-2219
    • Luo, Z.-Q.1
  • 9
    • 34247882635 scopus 로고    scopus 로고
    • Rate-constrained distributed estimation in wireless sensor networks
    • DOI 10.1109/TSP.2006.890823
    • J. Li and G. AlRegib, "Rate-constrained distributed estimation in wireless sensor networks," IEEE Trans. Signal Processing, vol.55, no.5, pp. 1634-1643, May 2007. (Pubitemid 46691618)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.5 I , pp. 1634-1643
    • Li, J.1    AlRegib, G.2
  • 10
    • 34347396578 scopus 로고    scopus 로고
    • Quantization for maximin ARE in distributed estimation
    • DOI 10.1109/TSP.2007.894279
    • P. Venkitasubramaniam, L. Tong, and A. Swami, "Quantization for maximin ARE in distributed estimation," IEEE Trans. Signal Processing, vol.55, no.7, pp. 3596-3605, Jul. 2007. (Pubitemid 47018842)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.7 II , pp. 3596-3605
    • Venkitasubramaniam, P.1    Tong, L.2    Swami, A.3
  • 11
    • 54749151115 scopus 로고    scopus 로고
    • Distributed adaptive quantization for wireless sensor networks: From delta modulation to maximum likelihood
    • Oct.
    • J. Fang and H. Li, "Distributed adaptive quantization for wireless sensor networks: From delta modulation to maximum likelihood," IEEE Trans. Signal Processing, vol.56, no.10, pp. 5246-5257, Oct. 2008.
    • (2008) IEEE Trans. Signal Processing , vol.56 , Issue.10 , pp. 5246-5257
    • Fang, J.1    Li, H.2
  • 12
    • 33745699035 scopus 로고    scopus 로고
    • Bandwidth-constrained distributed estimation for wireless sensor networks-Part II: Unknown probability density function
    • July
    • A. Ribeiro and G. B. Giannakis, "Bandwidth-constrained distributed estimation for wireless sensor networks-Part II: Unknown probability density function," IEEE Trans. Signal Processing, vol.54, no.7, pp. 2784-2796, July 2006.
    • (2006) IEEE Trans. Signal Processing , vol.54 , Issue.7 , pp. 2784-2796
    • Ribeiro, A.1    Giannakis, G.B.2
  • 13
    • 14244255418 scopus 로고    scopus 로고
    • Optimal sensor data quantization for best linear unbiased estimation fusion
    • Atlantis, Paradise Island, Bahamas
    • K. Zhang and X. R. Li, "Optimal sensor data quantization for best linear unbiased estimation fusion," in Proc. 43rd IEEE Conf. Decision Contr., Atlantis, Paradise Island, Bahamas, 2004.
    • (2004) Proc. 43rd IEEE Conf. Decision Contr.
    • Zhang, K.1    Li, X.R.2
  • 16
    • 14244269469 scopus 로고    scopus 로고
    • Optimal linear estimation fusion-Part VI: Sensor data compression
    • Queensland, Australia
    • K. Zhang, X. R. Li, P. Zhang, and H. Li, "Optimal linear estimation fusion-Part VI: Sensor data compression," in Proc. Int. Conf. Inf. Fusion, Queensland, Australia, 2003.
    • (2003) Proc. Int. Conf. Inf. Fusion
    • Zhang, K.1    Li, X.R.2    Zhang, P.3    Li, H.4
  • 17
    • 18844440975 scopus 로고    scopus 로고
    • Optimal dimensionality reduction of sensor data in multisensor estimation fusion
    • DOI 10.1109/TSP.2005.845429
    • Y. Zhu, E. Song, J. Zhou, and Z. You, "Optimal dimensionality reduction of sensor data in multisensor estimation fusion," IEEE Trans. Signal Processing, vol.53, no.5, pp. 1631-1639, May 2005. (Pubitemid 40679138)
    • (2005) IEEE Transactions on Signal Processing , vol.53 , Issue.5 , pp. 1631-1639
    • Zhu, Y.1    Song, E.2    Zhou, J.3    You, Z.4
  • 18
    • 34547899149 scopus 로고    scopus 로고
    • Distributed estimation using reduced dimensionality sensor observations
    • Aug.
    • I. D. Schizas, G. B. Giannakis, and Z.-Q. Luo, "Distributed estimation using reduced dimensionality sensor observations," IEEE Trans. Signal Processing, vol.8, pp. 4284-4299, Aug. 2007.
    • (2007) IEEE Trans. Signal Processing , vol.8 , pp. 4284-4299
    • Schizas, I.D.1    Giannakis, G.B.2    Luo, Z.-Q.3
  • 19
    • 51849086935 scopus 로고    scopus 로고
    • Joint dimension assignment and compression for distributed multisensor estimation
    • Jan.
    • J. Fang and H. Li, "Joint dimension assignment and compression for distributed multisensor estimation," IEEE Signal Processing Lett., pp. 174-177, Jan. 2008.
    • (2008) IEEE Signal Processing Lett. , pp. 174-177
    • Fang, J.1    Li, H.2
  • 21
    • 70349695174 scopus 로고    scopus 로고
    • Decentralized random-field estimation for sensor networks using quantized spatially correlated data and fusion-center feedback
    • Dec.
    • A. Dogandžiá and K. Liu, "Decentralized random-field estimation for sensor networks using quantized spatially correlated data and fusion-center feedback," IEEE Trans. Signal Processing, vol.12, pp. 6069-6085, Dec. 2008.
    • (2008) IEEE Trans. Signal Processing , vol.12 , pp. 6069-6085
    • Dogandžiá, A.1    Liu, K.2
  • 22
    • 0004236492 scopus 로고    scopus 로고
    • 3rd ed. Baltimore, MD: Johns Hopkins University Press
    • G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins University Press, 1996.
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 23
    • 64349106570 scopus 로고    scopus 로고
    • Minimal energy decentralized estimation via exploiting the statistical knowledge of sensor noise variance
    • May
    • J.-Y. Wu, Q.-Z. Huang, and T.-S. Lee, "Minimal energy decentralized estimation via exploiting the statistical knowledge of sensor noise variance," IEEE Trans. Signal Processing, vol.56, no.5, pp. 2171-2176, May 2008.
    • (2008) IEEE Trans. Signal Processing , vol.56 , Issue.5 , pp. 2171-2176
    • Wu, J.-Y.1    Huang, Q.-Z.2    Lee, T.-S.3
  • 24
    • 0004151494 scopus 로고
    • Cambridge, U.K.: Cambridge University Press
    • R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge University Press, 1985.
    • (1985) Matrix Analysis
    • Horn, R.A.1    Johnson, C.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.