Let’s Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting-Reference-Cited by-同舟云学术

Let’s Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting

Published:2023-09-25 Issue: Volume: Page:
ISSN:
Container-title:2023 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN)
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Author:

Torres-Sospedra Joaquín¹,Pendão Cristiano¹,Silva Ivo¹,Meneses Filipe¹,Quezada-Gaibor Darwin²,Montoliu Raúl²,Crivello Antonino³,Barsocchi Paolo³,Pérez-Navarro Antoni⁴,Moreira Adriano¹

Affiliation:

1. Universidade do Minho, Campus de Azurém,Centro ALGORITMI,Guimarães,Portugal,4800-058

2. Institute of New Imaging Technologies, Universitat Jaume I,Castellón,Spain

3. Institute of Information Science and Technologies, Consiglio Nazionale delle Ricerche,Pisa,Italy

4. Universitat Oberta de Catalunya,Faculty of Computer Sciences, Multimedia and Telecommunication,Barcelona,Spain

Funder

TED

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10332456/10332213/10332535.pdf?arnumber=10332535

Reference49 articles.

1. RADAR: an in-building RF-based user location and tracking system

2. Performance comparison of indoor positioning techniques based on location fingerprinting in wireless networks

3. Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties

4. Fingerprint-based location positoning using improved KNN

5. Combination of DNN and Improved KNN for Indoor Location Fingerprinting

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