title: The problem of optimal placement of access points for the indoor positioning system
metadata.name: dc.contributor.author
metadata.value: Voronov, Roman Vladimirovich
metadata.lang: -
metadata.name: dc.date.accessioned
metadata.value: 2017-05-18T12:27:49Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2017-05-18T12:27:49Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2017-03
metadata.lang: -
metadata.name: dc.identifier.citation
metadata.value: Voronov R. V. The problem of optimal placement of access points for the indoor positioning system. Vestnik of Saint Petersburg University. Applied mathematics. Computer science. Control processes, 2017, volume 13, issue 1, pp. 61–73.
metadata.lang: en_GB
metadata.name: dc.identifier.other
metadata.value: 10.21638/11701/spbu10.2017.106
metadata.lang: -
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/6353
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: This paper deals with an indoor positioning system. The system is based on the use of wireless
  local area network access points. A location calculation engine is based on Bayesian algorithms.
  Location accuracy depends on the number and placement of access points. This paper considers
  the mathematical model and the method of solving the problem of optimal access point
  placement for indoor positioning system. The criteria for evaluating the quality of the access
  points placement is the mathematical expectation of the localization error. We consider two
  strategies for localization of a mobile object. It is demonstrated that, for some strategies, the
  addition of access points can possibly increases the expectation errors, for example, the strategy
  selecting the most probable zone. A strategy, guaranteeing that the addition of access points
  does not lead to an increase in the expectation errors is proposed. An algorithm for solving the
  optimization problem is developed. We present the result of testing the algorithm on real data.
  Refs 16. Fig. 1.
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: en
metadata.lang: en_GB
metadata.name: dc.publisher
metadata.value: St Petersburg State University
metadata.lang: en_GB
metadata.name: dc.relation.ispartofseries
metadata.value: Vestnik of St Petersburg University. Applied Mathematics. Computer Science. Control Processes;Volume 13; Issue 1
metadata.lang: -
metadata.name: dc.subject
metadata.value: indoor location
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: placement of access points
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: The problem of optimal placement of access points for the indoor positioning system
metadata.lang: en_GB
metadata.name: dc.type
metadata.value: Article
metadata.lang: en_GB
resources.filename: 06-Voronov.pdf
resources.url: https://dspace.spbu.ru/bitstream/11701/6353/1/06-Voronov.pdf
resources.format: Adobe PDF
resources.size: 272,71 kB