Improving accuracy of beacon-based indoor positioning system using weighted adaptive KNN algorithm

Hemani Kaushal; Aiyin Jiang; Zornitza Prodanoff; William Shaw; Jacob Costner; Christian Hayes

doi:10.1016/B978-0-443-26474-0.00023-3

Improving accuracy of beacon-based indoor positioning system using weighted adaptive KNN algorithm

Hemani Kaushal
, Aiyin Jiang
, Zornitza Prodanoff
, William Shaw
, Jacob Costner
, Christian Hayes

Research output: Chapter or Contribution to Book › Chapter

Original language	English
Title of host publication	Smart Cities and Sustainable Manufacturing
Subtitle of host publication	Innovations for a Greener Future
Publisher	Elsevier
Pages	77-95
Number of pages	19
ISBN (Electronic)	9780443264740
ISBN (Print)	9780443264757
DOIs	https://doi.org/10.1016/B978-0-443-26474-0.00023-3
State	Published - Jan 1 2024

ASJC Scopus Subject Areas

General Social Sciences

Keywords

Adaptive KNN
BLE beacons
Indoor navigation
Indoor positioning system (IPS)
KNN algorithm
Machine learning

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10.1016/B978-0-443-26474-0.00023-3

Cite this

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title = "Improving accuracy of beacon-based indoor positioning system using weighted adaptive KNN algorithm",

keywords = "Adaptive KNN, BLE beacons, Indoor navigation, Indoor positioning system (IPS), KNN algorithm, Machine learning",

author = "Hemani Kaushal and Aiyin Jiang and Zornitza Prodanoff and William Shaw and Jacob Costner and Christian Hayes",

year = "2024",

month = jan,

day = "1",

doi = "10.1016/B978-0-443-26474-0.00023-3",

language = "English",

isbn = "9780443264757",

pages = "77--95",

booktitle = "Smart Cities and Sustainable Manufacturing",

publisher = "Elsevier",

address = "United Kingdom",

}

TY - CHAP

T1 - Improving accuracy of beacon-based indoor positioning system using weighted adaptive KNN algorithm

AU - Kaushal, Hemani

AU - Jiang, Aiyin

AU - Prodanoff, Zornitza

AU - Shaw, William

AU - Costner, Jacob

AU - Hayes, Christian

PY - 2024/1/1

Y1 - 2024/1/1

KW - Adaptive KNN

KW - BLE beacons

KW - Indoor navigation

KW - Indoor positioning system (IPS)

KW - KNN algorithm

KW - Machine learning

UR - https://www.scopus.com/pages/publications/85217415210

UR - https://www.scopus.com/pages/publications/85217415210#tab=citedBy

U2 - 10.1016/B978-0-443-26474-0.00023-3

DO - 10.1016/B978-0-443-26474-0.00023-3

M3 - Chapter

AN - SCOPUS:85217415210

SN - 9780443264757

SP - 77

EP - 95

BT - Smart Cities and Sustainable Manufacturing

PB - Elsevier

ER -

Improving accuracy of beacon-based indoor positioning system using weighted adaptive KNN algorithm

ASJC Scopus Subject Areas

Keywords

Access to Document

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