[HTML][HTML] A survey of the performance-limiting factors of a 2-Dimensional RSS fingerprinting-based indoor wireless localization system

AS Yaro, F Maly, P Prazak - Sensors, 2023 - mdpi.com
… The lateration algorithm is a well-established algorithm for RSS-based indoor localization,
but non-line-of-sight (NLOS) effects, multipath issues, the need for specialized antennae, and …

Indoor intelligent fingerprint-based localization: Principles, approaches and challenges

X Zhu, W Qu, T Qiu, L Zhao… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… In particular, fingerprinting localization has recently garnered … recent indoor localization
technologies and systems based on … Lu, “Fundamental limits of RSS fingerprinting based indoor

Exploiting fingerprint correlation for fingerprint-based indoor localization: A deep learning-based approach

Y Zheng, J Liu, M Sheng, C Zhou - … Learning for Indoor Localization and …, 2023 - Springer
… In this section, we describe a RSS fingerprint-based indoor localization method by using
SWBN. It is shown in Fig. 3 that the SWBN consists of two parts, including offline phase and …

An indoor positioning algorithm based on fingerprint and mobility prediction in RSS fluctuation-prone WLANs

CH Lin, LH Chen, HK Wu, MH Jin… - … on Systems, Man …, 2019 - ieeexplore.ieee.org
… When a mobile client enters these areas, the positioning estimation is still … indoor positioning
algorithm suitable for RSS fluctuation-prone WLANs is proposed. It combines the fingerprint

Extreme RSS based indoor localization for LoRaWAN with boundary autocorrelation

H Zhu, KF Tsang, Y Liu, Y Wei, H Wang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
RSS (ERSS) based indoor localization with boundary autocorrelation is proposed for LoRaWAN
in this article. The RSS … process so that the stability of RSS values can be estimated by a …

Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
… to improve accuracy by reducing noisy RSS. Deep autoencoders are trained to denoise data
in the offline phase and construct RSS fingerprints based on learned weights. Additionally, …

Performance limits for fingerprinting-based indoor optical communication positioning systems exploiting multipath reflections

H Hosseinianfar, M Brandt-Pearce - IEEE Photonics Journal, 2020 - ieeexplore.ieee.org
limits of fingerprint-based localization techniques that exploit room multipath reflection for
indoor localization… In VLC literature, RSS-based location fingerprinting is used to alleviate the …

Efficient Wi-Fi fingerprint crowdsourcing for indoor localization

Y Wei, R Zheng - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
… Signal Strength (RSS, fingerprints) based indoor localization is promising … RSS, also known
as site survey, is labor-intensive. Thus, we propose and demonstrate an efficient fingerprint

[HTML][HTML] Rss-fingerprint dimensionality reduction for multiple service set identifier-based indoor positioning systems

A Abed, I Abdel-Qader - Applied Sciences, 2019 - mdpi.com
… This research aims to reduce the calculation cost of the MSSID-based indoor positioning
system and increase the performance of IPS as well. Accordingly, N RMs (Ψ 1 , Ψ 2 , …, and Ψ …

Hybrid RSS/CSI fingerprint aided indoor localization: a deep learning based approach

C Zhou, J Liu, M Sheng, J Li - GLOBECOM 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… the location error of a fingerprint-based indoor system with … strength (RSS) and channel state
information (CSI) fingerprints. … between RSS and CSI could effectively reduce location error…