[HTML][HTML] Received signal strength fingerprinting-based indoor location estimation employing machine learning

L Polak, S Rozum, M Slanina, T Bravenec, T Fryza… - Sensors, 2021 - mdpi.com
… limit of this technique is the reliability of power measurements, … To this end, this work extends
the power level measurement by … the methods in which other information is combined with …

A received signal strength RFID-based indoor location system

YÁ López, ME de Cos Gómez, FLH Andrés - Sensors and Actuators A …, 2017 - Elsevier
… that make use of theoretical free-space propagation values, a novel approach is proposed …
and position estimation can be improved by combining the information of the 2 DF units where …

Indoor positioning system with cellular network assistance based on received signal strength indication of beacon

Y You, C Wu - IEEE Access, 2019 - ieeexplore.ieee.org
… to enhance the accuracy of indoor localization, which has given … This filter combined several
signal processing technology … distance measurement which is the output of ranging function; …

[HTML][HTML] An enhanced indoor positioning technique based on a novel received signal strength indicator distance prediction and correction model

M Nagah Amr, HM ELAttar, MH Abd El Azeem… - Sensors, 2021 - mdpi.com
… (AoA) which are combined with the RSS fingerprinting system … suited enough for indoor
application and localization scenario. … method using received signal strength measurements for …

[HTML][HTML] Outdoor location estimation using received signal strength-based fingerprinting

C Ning, R Li, K Li - Wireless Personal Communications, 2016 - Springer
… Most of these method focused on indoor environments and the … location estimation scheme
is tolerant to the measurementCombining with these improvements, our proposed clustering …

Signal fuse learning method with dual bands WiFi signal measurements in indoor positioning

CM Own, J Hou, W Tao - IEEE Access, 2019 - ieeexplore.ieee.org
indoor localization. To our best knowledge, our proposed study is the first method to use WiFi
2.4GHz and 5GHz together … is the received signal strength (RSS) value at the fixed location. …

An improved WiFi indoor localization method combining channel state information and received signal strength

L Zhao, H Wang, P Li, J Liu - 2017 36th Chinese Control …, 2017 - ieeexplore.ieee.org
indoor localization system combining CSI and RSS. Firstly, this study applies a time domain
filtering method to … , a localization algorithm uses the currently measured location feature and …

A new indoor localization algorithm using received signal strength indicator measurements and statistical feature of the channel state information

C Ma, M Yang, Y Jin, K Wu, J Yan - … International conference on …, 2019 - ieeexplore.ieee.org
indoor localization methods include time of arrival (TOA) time difference of arrival (TDOA),
angle of arrival (AOA) and received signal strength … These 6 features combine with the location

Received signal strength–based indoor localization using a robust interacting multiple model–extended Kalman filter algorithm

JM Castro-Arvizu, J Vilà-Valls… - International …, 2017 - journals.sagepub.com
… node by received signal strength measurements is addressed, … -slope RSS model are
presented, together with the state-space … that our robust indoor localization method has good …

Indoor position tracking using received signal strength‐based fingerprint context aware partitioning

M D'Souza, B Schoots, M Ros - IET Radar, Sonar & Navigation, 2016 - Wiley Online Library
… used a form of signal strength localisation, combined with a … RF localisation methods such
as received signal strength … can distort received signal strength measurements, which will …