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A survey of recent indoor localization scenarios and methodologies
T Yang, A Cabani, H Chafouk - Sensors, 2021 - mdpi.com
Recently, various novel scenarios have been studied for indoor localization. The trilateration
is known as a classic theoretical model of geometric-based indoor localization, with uniform …
is known as a classic theoretical model of geometric-based indoor localization, with uniform …
[HTML][HTML] Connecting the indispensable roles of IoT and artificial intelligence in smart cities: A survey
The pace of society development is faster than ever before, and the smart city paradigm has
also emerged, which aims to enable citizens to live in more sustainable cities that guarantee …
also emerged, which aims to enable citizens to live in more sustainable cities that guarantee …
DNN-based indoor localization under limited dataset using GANs and semi-supervised learning
W Njima, A Bazzi, M Chafii - IEEE access, 2022 - ieeexplore.ieee.org
Indoor localization techniques based on supervised learning deliver great performance
accuracy while maintaining low online complexity. However, such systems require massive …
accuracy while maintaining low online complexity. However, such systems require massive …
Supplementary open dataset for WiFi indoor localization based on received signal strength
Abstract Several Wireless Fidelity (WiFi) fingerprint datasets based on Received Signal
Strength (RSS) have been shared for indoor localization. However, they can't meet all the …
Strength (RSS) have been shared for indoor localization. However, they can't meet all the …
[HTML][HTML] WLAN RSS-based fingerprinting for indoor localization: A machine learning inspired bag-of-features approach
Location-based services have permeated Smart academic institutions, enhancing the quality
of higher education. Position information of people and objects can predict different potential …
of higher education. Position information of people and objects can predict different potential …
[HTML][HTML] Multimodal approaches for indoor localization for ambient assisted living in smart homes
N Thakur, CY Han - Information, 2021 - mdpi.com
This work makes multiple scientific contributions to the field of Indoor Localization for
Ambient Assisted Living in Smart Homes. First, it presents a Big-Data driven methodology …
Ambient Assisted Living in Smart Homes. First, it presents a Big-Data driven methodology …
Uncovering the potential of indoor localization: Role of deep and transfer learning
Indoor localization (IL) is a significant topic of study with several practical applications,
particularly in the context of the Internet of Things (IoT) and smart cities. The area of IL has …
particularly in the context of the Internet of Things (IoT) and smart cities. The area of IL has …
A novel localization algorithm based on RSSI and multilateration for indoor environments
J Du, C Yuan, M Yue, T Ma - Electronics, 2022 - mdpi.com
Indoor localization algorithms based on the received signal strength indicator (RSSI) in
wireless sensor networks (WSNs) have higher localization accuracy than other range-free …
wireless sensor networks (WSNs) have higher localization accuracy than other range-free …
[HTML][HTML] Indoor localization for personalized ambient assisted living of multiple users in multi-floor smart environments
N Thakur, CY Han - Big Data and cognitive computing, 2021 - mdpi.com
This paper presents a multifunctional interdisciplinary framework that makes four scientific
contributions towards the development of personalized ambient assisted living (AAL), with a …
contributions towards the development of personalized ambient assisted living (AAL), with a …
[HTML][HTML] RSS-based wireless LAN indoor localization and tracking using deep architectures
Wireless Local Area Network (WLAN) positioning is a challenging task indoors due to
environmental constraints and the unpredictable behavior of signal propagation, even at a …
environmental constraints and the unpredictable behavior of signal propagation, even at a …