Optimization methods for a Wifi location system

  1. Martínez, A.
  2. Álvarez-Vázquez, L.J.
  3. Aguado-Agelet, F.
  4. Balsa-Canto, E.
Libro:
Progress in industrial mathematics at ECMI 2006
  1. Bonilla, Luis

Editorial: Berlin; New York : Springer, 2008

ISBN: 978-3-540-71991-5 978-3-540-71992-2

Ano de publicación: 2008

Páxinas: 838-842

Congreso: ECMI conferences (14. 2006. Madrid)

Tipo: Achega congreso

Resumo

Indoor location systems using 802.11 standard, based on the comparison of the received and predicted levels of the received signals from the Access Points, are a very interesting research area. The location information is computed by searching the nearest neighbour of the measured signal strength within the radio map. In this chapter, we apply a global optimization algorithm to obtain the Access Points location distribution that yields the best performance of these location systems.