A Fast and Resource Efficient Method for Indoor Positioning Using Received Signal Strength

Volume: 65, Issue: 12, Pages: 9747 - 9758
Published: Dec 1, 2016
Abstract
This paper proposes an indoor localization method using online independent support vector machine (OISVM) classification method and undersampling techniques. The system is based on the received signal strength indicator (RSSI) of Wi-Fi signals. A new undersampling algorithm is developed to address the imbalanced data problem associated with the OISVM, and a kernel function parameter selection algorithm is introduced for the training process. The...
Paper Details
Title
A Fast and Resource Efficient Method for Indoor Positioning Using Received Signal Strength
Published Date
Dec 1, 2016
Volume
65
Issue
12
Pages
9747 - 9758
Citation AnalysisPro
  • Scinapse’s Top 10 Citation Journals & Affiliations graph reveals the quality and authenticity of citations received by a paper.
  • Discover whether citations have been inflated due to self-citations, or if citations include institutional bias.