A Fingerprint-Based Indoor Localization System Using IEEE 802.15.4 for Staying Room Detection Article Swipe
Pradini Puspitaningayu
,
Nobuo Funabiki
,
Yuanzhi Huo
,
Kazushi Hamazaki
,
Minoru Kuribayashi
,
Wen-Chung Kao
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.4018/ijmcmc.301275
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.4018/ijmcmc.301275
Nowadays, indoor localization systems using IEEE 802.11 have been actively explored for location-based services, since GPS cannot identify floors or rooms in buildings. However, the user-side device is usually large and consumes high energy. In this paper, the authors propose a fingerprint-based indoor localization system using IEEE 802.15.4 that allows the use of a small device with a long-life battery, named FILS15.4. A user carries a small transmitter whose signal is received by multiple receivers simultaneously. The received signal strengths are compared with the fingerprints to find the current location. To address signal fluctuations caused by the low-power narrow-band signal, FILS15.4 limits one room as the localization unit, prepares plural fingerprints for each room, and allocates a sufficient number of receivers in the field. For evaluations, extensive experiments were conducted at #2 Engineering Building in Okayama University and confirmed high detection accuracy with sufficient numbers of receivers and fingerprints.
Related Topics
Concepts
Fingerprint (computing)
Computer science
Global Positioning System
Transmitter
SIGNAL (programming language)
Fingerprint recognition
Real-time computing
GPS signals
Energy (signal processing)
Embedded system
Telecommunications
Assisted GPS
Artificial intelligence
Programming language
Statistics
Channel (broadcasting)
Mathematics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.4018/ijmcmc.301275
- https://www.igi-global.com/ViewTitle.aspx?TitleId=301275&isxn=9781683180449
- OA Status
- diamond
- Cited By
- 8
- References
- 35
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4226350798
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4226350798Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.4018/ijmcmc.301275Digital Object Identifier
- Title
-
A Fingerprint-Based Indoor Localization System Using IEEE 802.15.4 for Staying Room DetectionWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-04-15Full publication date if available
- Authors
-
Pradini Puspitaningayu, Nobuo Funabiki, Yuanzhi Huo, Kazushi Hamazaki, Minoru Kuribayashi, Wen-Chung KaoList of authors in order
- Landing page
-
https://doi.org/10.4018/ijmcmc.301275Publisher landing page
- PDF URL
-
https://www.igi-global.com/ViewTitle.aspx?TitleId=301275&isxn=9781683180449Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
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https://www.igi-global.com/ViewTitle.aspx?TitleId=301275&isxn=9781683180449Direct OA link when available
- Concepts
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Fingerprint (computing), Computer science, Global Positioning System, Transmitter, SIGNAL (programming language), Fingerprint recognition, Real-time computing, GPS signals, Energy (signal processing), Embedded system, Telecommunications, Assisted GPS, Artificial intelligence, Programming language, Statistics, Channel (broadcasting), MathematicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
8Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1, 2024: 2, 2023: 3, 2022: 2Per-year citation counts (last 5 years)
- References (count)
-
35Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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