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Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping
This article offers a thorough analysis of the machine learning classifiers approaches for the collected Received Signal Strength Indicator (RSSI) samples which can be applied in predicting propagation loss, used for network ...
Um arcabouço probabilístico para localização dos nós de uma rede de sensores sem fio baseada em RSSI
(Universidade Federal de Minas GeraisUFMG, 2013-07-03)
The localization of wireless sensors network (WSN) nodes is a crucial task because in most applications the data they produce needs to be grounded with the position where they were generated. Though there are many ways to ...
Fingerprint Database Variations for WiFi Positioning
(IJCT Foundation, 2013-12)
Indoor positioning systems calculate the position of a mobile device (MD) in an enclosed environment with relative precision. Most systems use WiFi infrastructure and several positioning techniques, where the most commonly ...
Indoor Positioning Using the Modified Fingerprint Technique
(IJIRCCE, 2013-12)
The Wi-Fi positioning systems available for enclosed spaces use the existing network infrastructure to calculate the position of the mobile device (MD). The most commonly used parameter is RSSI (Received Signal Strength ...
Evaluation of LoRaWAN transmission range for wireless sensor networks in riparian forests.
(Association for Computing Machinery, Incacmhelp@acm.org, 2019)
© 2019 Copyright held by the owner/author(s). Publication rights licensed to ACM. Low power wide area networks (LPWAN) such as long range wide area networks (LoRaWAN), provide several advantages on monitoring systems ...
Evaluación del rango de transmisión de LoRa para redes de sensores inalámbricas con LoRaWAN en ambientes forestales
(2017)
Low Power Wide Area Networks (LPWAN) such as LoRaWAN, provide several advantages to develop monitoring systems in forested environments due to its simple set-up, low cost, low power consumption, and wide coverage. Regarding ...
Performance evaluation of RSSI-based positioning system with low-cost LoRa devices
(Association for Computing Machinery, Incacmhelp@acm.org, 2019)
© 2019 Copyright held by the owner/author(s). Publication rights licensed to ACM. Along the last years, we have witnessed the growing demand for services, applications, and systems that depend on the specific location of ...
Desenvolvimento de um sistema de posicionamento interno baseado na potência do sinal de resposta de um sistema RFIDDeveloping of an indoor positioning system based on the received signal strength indication of a RFID system
(Universidade Federal de UberlândiaBRPrograma de Pós-graduação em Engenharia MecânicaEngenhariasUFU, 2016)