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Tytuł artykułu

On the application of statistical kernel estimators for the demand-based design of a wireless data transmission system

Treść / Zawartość
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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The subject of this paper is the task of designing the LMDS (Local Multipoint Distribution System) wireless broadband data transmission system. The methodology of statistical kernel estimators and fuzzy logic using operations research and mathematical programming is applied to find optimal locations for its basestations. A procedure which allows to obtain such locations on the basis of potential customer distribution and their expected demand, also in the cases of uncertain and non-stationary data, is investigated.
Rocznik
Strony
1149--1167
Opis fizyczny
Bibliogr. 26 poz., wykr.
Twórcy
autor
  • Polish Academy of Sciences, Systems Research Institute, Newelska 6, 01-447 Warszawa, Poland
autor
  • Polish Academy of Sciences, Systems Research Institute Doctoral Course of Study Newelska 6, 01-447 Warszawa, Poland
Bibliografia
  • Berger, J.O. (1980) Statistical Decision Theory. Springer-Verlag, New York.
  • Bosagni, S. (2001) Finding a Maximal Weighted Independent Set in Wireless Networks. Telecommunication Systems 18, 155-168.
  • Fodor, J. and Roubens, M. (1994) Fuzzy Preference Modelling and Multicriteria Decision Support. Kluwer, Dordrecht.
  • Franceschetti, M., Cook, M. and Bruck, J. (2004) A geometric theorem for network design. IEEE Transactions on Computers 53, 483-489.
  • Garfinkel, R.S. and Nemhauser, G.L. (1972) Integer programming. Wiley, New York.
  • Gupta, P. and Kumar, P.R. (2000) The Capacity of Wireless Networks. IEEE Transactions on Information Theory 46, 388-404.
  • Kacprzyk, J. (1986) Zbiory rozmyte w analizie systemowej. PWN, Warsaw.
  • Kulczycki, P. (2000) Fuzzy Controller for Mechanical Systems. IEEE Transactions on Fuzzy Systems 8, 645-652.
  • Kulczycki, P. (2001)An Algorithm for Bayes Parameter Identification. Journal of Dynamic Systems, Measurement, and Control 123, 611-614.
  • Kulczycki, P. (2002a) Statistical Inference for Fault Detection: A Complete Algorithm Based on Kernel Estimators. Kybernetika 38, 141-168.
  • Kulczycki, P. (2002b) A test for comparing distributions functions with strongly unbalanced samples. Statistica 62, 39-49.
  • Kulczycki, P. (2005) Estymatory j¸adrowe w analizie systemowej. WNT, Warsaw.
  • Kulczycki, P. and Waglowski, J. (2003) Optimal Base-Stations Locations in the LMDS Wireless Data Transmission System. Proc. First African Control Conference, Cape Town, 3-5 December, 375-380, CD: 108.
  • Kulczycki, P. and Wiśniewski, R. (2002) Fuzzy Controller for a System with Uncertain Load. Fuzzy Sets and Systems 131, 185-195.
  • Laiho, J., Wacker, A. and Novosad, T., eds. (2001) Radio Network Planning and Optimization for UMTS. Wiley, New York.
  • Lee, C.Y. and Kang, H.G. (2000) Cell Planning with Capacity Expansion in Mobile Communications: A Tabu Search Approach. IEEE Transactions on Vehicular Technology 49, 1678-1691.
  • Rappaport, T.S. (1996) Wireless Communications. Prentice-Hall, Englewood Cliffs.
  • Schiøler, H. and Kulczycki, P. (1997) Neural Network for Estimating Conditional Distributions. IEEE Transactions on Neural Networks 8, 1015-1025.
  • Sherali, H.D., Pendyala, C.M. and Rappaport, T.S. (1996) Optimal location of transmitters for microcellular radio communication system design. IEEE Journal on Selected Areas of Communication, 14, 662-673.
  • Silverman, B.W. (1986) Density Estimation for Statistics and Data Analysis. Chapman and Hall, London.
  • Tran-Gia, P., Leibnitz, K. and Tutschku, K. (2000) Teletraffic issues in mobile communication network planning. Telecommunication Systems 15, 3-20.
  • Tutschku, K. and Tran-Gia, P. (1998) Spatial traffic estimation and characterization for mobile communication network design. IEEE Journal of Selected Areas in Communications 16, 804-811.
  • Vohra, R.V. and Hall, N.G. (1993) A probabilistic analysis of the maximal covering location problem. Discrete Applied Mathematics 43, 175-183.
  • Waglowski, J. (2005) Planowanie optymalnego układu stacji bazowych bezprzewodowego systemu transmisji danych LMDS.Ph.D.-thesis, Polish Academy of Sciences, Systems Research Institute, Warsaw.
  • Wagner H.M. (1975) Principles of Operations Research. Prentice–Hall, Englewood Cliffs.
  • Wand, M.P. and Jones, M.C. (1994)Kernel Smoothing. Chapman and Hall, London.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BAT5-0010-0019
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