메뉴 건너뛰기




Volumn 53, Issue 10, 2007, Pages 3654-3676

Scaling laws for dense Gaussian sensor networks and the order optimality of separation

Author keywords

Cooperation; Correlation; Scaling laws; Sensor networks; Separation principle

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); EIGENVALUES AND EIGENFUNCTIONS; GAUSSIAN NOISE (ELECTRONIC); MULTIPLE ACCESS INTERFERENCE; OPTIMIZATION; RANDOM PROCESSES; SIGNAL DISTORTION; SIGNAL ENCODING;

EID: 35148848124     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2007.904966     Document Type: Article
Times cited : (1)

References (31)
  • 1
    • 39049145143 scopus 로고    scopus 로고
    • Optimal distortion-power tradeoffs in sensor networks: Gauss-Markov random processes
    • Istanbul, Turkey, Jun
    • N. Liu and S. Ulukus, "Optimal distortion-power tradeoffs in sensor networks: Gauss-Markov random processes," in Proc. IEEE Int. Conf. Communications, Istanbul, Turkey, Jun. 2006, pp. 1543-1548.
    • (2006) Proc. IEEE Int. Conf. Communications , pp. 1543-1548
    • Liu, N.1    Ulukus, S.2
  • 2
    • 35148814642 scopus 로고    scopus 로고
    • Optimal distortion-power tradeoffs in Gaussian sensor networks
    • Seattle, WA, Jul
    • N. Liu and S. Ulukus, "Optimal distortion-power tradeoffs in Gaussian sensor networks," in Proc. IEEE Int. Symp. Information Theory, Seattle, WA, Jul. 2006, pp. 1534-1538.
    • (2006) Proc. IEEE Int. Symp. Information Theory , pp. 1534-1538
    • Liu, N.1    Ulukus, S.2
  • 3
    • 33747142749 scopus 로고    scopus 로고
    • The capacity of wireless networks
    • Mar
    • P. Gupta and P. R. Kumar, "The capacity of wireless networks," IEEE Trans. Inf. Theory, vol. 46, no. 2, pp. 388-404, Mar. 2000.
    • (2000) IEEE Trans. Inf. Theory , vol.46 , Issue.2 , pp. 388-404
    • Gupta, P.1    Kumar, P.R.2
  • 4
    • 17444401760 scopus 로고    scopus 로고
    • On the interdependence of routing and data compression in multi-hop sensor networks
    • A. Scaglione and S. D. Servetto, "On the interdependence of routing and data compression in multi-hop sensor networks," Wireless Netw., vol. 11, no. 1-2, pp. 149-160, 2005.
    • (2005) Wireless Netw , vol.11 , Issue.1-2 , pp. 149-160
    • Scaglione, A.1    Servetto, S.D.2
  • 6
    • 33749432444 scopus 로고    scopus 로고
    • Entropy of quantized data at high sampling rates
    • Adelaide, Australia, Sep
    • D. Marco and D. L. Neuhoff, "Entropy of quantized data at high sampling rates," in Proc. IEEE Int. Symp. Information Theory, Adelaide, Australia, Sep. 2005, pp. 342-346.
    • (2005) Proc. IEEE Int. Symp. Information Theory , pp. 342-346
    • Marco, D.1    Neuhoff, D.L.2
  • 7
    • 15044352322 scopus 로고    scopus 로고
    • On the scaling laws of dense wireless sensor networks: The data gathering channel
    • Mar
    • H. El Gamal, "On the scaling laws of dense wireless sensor networks: the data gathering channel," IEEE Trans. Inf. Theory, vol. 51, no. 3, pp. 1229-1234, Mar. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.3 , pp. 1229-1234
    • El Gamal, H.1
  • 9
    • 33947660029 scopus 로고    scopus 로고
    • An upper bound to the rate of ideal distributed lossy source coding of densely sampled data
    • Dallas, TX, Sep
    • D. L. Neuhoff and S. S. Pradhan, "An upper bound to the rate of ideal distributed lossy source coding of densely sampled data," in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP , Dallas, TX, Sep. 2006, vol. 5, pp. 14-19.
    • (2006) Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP , vol.5 , pp. 14-19
    • Neuhoff, D.L.1    Pradhan, S.S.2
  • 11
    • 15044356753 scopus 로고    scopus 로고
    • Power, spatio-temporal bandwidth, and distortion in large sensor networks
    • Apr
    • M. Gastpar and M. Vetterli, "Power, spatio-temporal bandwidth, and distortion in large sensor networks," IEEE J. Sel. Areas Commun., vol. 23, no. 4, pp. 745-754, Apr. 2005.
    • (2005) IEEE J. Sel. Areas Commun , vol.23 , Issue.4 , pp. 745-754
    • Gastpar, M.1    Vetterli, M.2
  • 12
    • 0019080139 scopus 로고
    • Multiple access channels with arbitrarily correlated sources
    • Nov
    • T. M. Cover, A. El Gamal, and M. Salehi, "Multiple access channels with arbitrarily correlated sources," IEEE Trans. Inf. Theory, vol. IT-26, no. 6, pp. 648-657, Nov. 1980.
    • (1980) IEEE Trans. Inf. Theory , vol.IT-26 , Issue.6 , pp. 648-657
    • Cover, T.M.1    El Gamal, A.2    Salehi, M.3
  • 13
    • 46749156198 scopus 로고
    • A note on the multiple access channels with correlated sources
    • Mar
    • G. Dueck, "A note on the multiple access channels with correlated sources," IEEE Trans. Inf. Theory, vol. IT-27, no. 2, pp. 232-235, Mar. 1981.
    • (1981) IEEE Trans. Inf. Theory , vol.IT-27 , Issue.2 , pp. 232-235
    • Dueck, G.1
  • 14
    • 33847653326 scopus 로고    scopus 로고
    • A single-letter upper bound for the sum rate of multiple access channels with correlated sources
    • Pacific Grove, CA, Oct
    • W. Kang and S. Ulukus, "A single-letter upper bound for the sum rate of multiple access channels with correlated sources," in Proc. 39th Asilomar Conf. Signals, Systems and Computers, Pacific Grove, CA, Oct. 2005, pp. 1732-1736.
    • (2005) Proc. 39th Asilomar Conf. Signals, Systems and Computers , pp. 1732-1736
    • Kang, W.1    Ulukus, S.2
  • 15
    • 44049086529 scopus 로고    scopus 로고
    • An outer bound for multiple access channels with correlated sources
    • Princeton, NJ, Mar
    • W. Kang and S. Ulukus, "An outer bound for multiple access channels with correlated sources," in Proc. 40th Annu. Conf. Information Sciences and Systems, Princeton, NJ, Mar. 2006, pp. 240-244.
    • (2006) Proc. 40th Annu. Conf. Information Sciences and Systems , pp. 240-244
    • Kang, W.1    Ulukus, S.2
  • 16
    • 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
  • 17
    • 15044357226 scopus 로고    scopus 로고
    • On the capacity of large Gaussian relay networks
    • Mar
    • M. Gastpar and M. Vetterli, "On the capacity of large Gaussian relay networks," IEEE Trans. Inf. Theory, vol. 51, no. 3, pp. 765-779, Mar. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.3 , pp. 765-779
    • Gastpar, M.1    Vetterli, M.2
  • 18
    • 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
  • 20
    • 36149005118 scopus 로고
    • On the theory of Brownian motion
    • G. E. Uhlenbeck and L. S. Ornstein, "On the theory of Brownian motion," Phys. Rev., vol. 36, pp. 823-841, 1930.
    • (1930) Phys. Rev , vol.36 , pp. 823-841
    • Uhlenbeck, G.E.1    Ornstein, L.S.2
  • 21
    • 36149027699 scopus 로고
    • On the theory of Brownian motion II
    • M. C. Wang and G. E. Uhlenbeck, "On the theory of Brownian motion II," Rev. Mod. Phys., vol. 17, pp. 323-342, 1945.
    • (1945) Rev. Mod. Phys , vol.17 , pp. 323-342
    • Wang, M.C.1    Uhlenbeck, G.E.2
  • 22
    • 0000134542 scopus 로고
    • The Brownian movement and stochastic equations
    • Apr
    • J. L. Doob, "The Brownian movement and stochastic equations," Ann. Math., vol. 43, no. 2, pp. 351-369, Apr. 1942.
    • (1942) Ann. Math , vol.43 , Issue.2 , pp. 351-369
    • Doob, J.L.1
  • 23
    • 0004256573 scopus 로고
    • Reading, MA: Addison-Wesley
    • L. Breiman, Probability. Reading, MA: Addison-Wesley, 1968.
    • (1968) Probability
    • Breiman, L.1
  • 25
  • 26
    • 0004083131 scopus 로고    scopus 로고
    • Capacity of multi-antenna Gaussian channels
    • Nov
    • I. E. Telatar, "Capacity of multi-antenna Gaussian channels," Europ. Trans. Telecommun., vol. 10, pp. 585-595, Nov. 1999.
    • (1999) Europ. Trans. Telecommun , vol.10 , pp. 585-595
    • Telatar, I.E.1
  • 27
    • 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. B. Wicker, "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    Wicker, S.B.4
  • 28
    • 0003307426 scopus 로고
    • Multi-terminal source coding
    • G. Longo, Ed. New York: Springer-Verlag
    • T. Berger, "Multi-terminal source coding," in Information Theory Approach to Communications, G. Longo, Ed. New York: Springer-Verlag, 1978, pp. 171-231.
    • (1978) Information Theory Approach to Communications , pp. 171-231
    • Berger, T.1
  • 30
    • 35148827110 scopus 로고    scopus 로고
    • Capacity Results for Wireless Networks: Effects of Correlation Cooperation, and Interference,
    • Ph.D. dissertation, Univ. Maryland, College Park
    • N. Liu, "Capacity Results for Wireless Networks: Effects of Correlation Cooperation, and Interference," Ph.D. dissertation, Univ. Maryland, College Park, 2007.
    • (2007)
    • Liu, N.1
  • 31
    • 0002531708 scopus 로고
    • Perturbation theory for the singular value decomposition
    • R. Vaccaro, Ed. Amsterdam, The Netherlands: Elsevier Science
    • G. W. Stewart, "Perturbation theory for the singular value decomposition," in SVD and Signal Processing, II: Algorithms, Analysis and Applications, R. Vaccaro, Ed. Amsterdam, The Netherlands: Elsevier Science, 1991, pp. 99-109.
    • (1991) SVD and Signal Processing, II: Algorithms, Analysis and Applications , pp. 99-109
    • Stewart, G.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.