Construction and Distribution Method of REM Based on Edge Intelligence [PDF]
Jisuanji kexue, 2022 Radio environment map(REM) can assist cognitive users to accurately perceive and utilize spectrum holes,achieve interference coordination between network nodes,and improve the spectrum efficiency and robustness of wireless networks.However,when cognitive
LIU Xing-guang, ZHOU Li, LIU Yan, ZHANG Xiao-ying, TAN Xiang, WEI Ji-bo
doaj +1 more source
Motion Planning for Optimal Information Gathering in Opportunistic Navigation Systems [PDF]
, 2013 Motion planning for optimal information gathering in an opportunistic navigation (OpNav) environment is considered. An OpNav environment can be thought of as a radio frequency signal landscape within which a receiver locates itself in space and time by
Humphreys, Todd E., Kassas, Zaher M.
core +1 more source
Transfer Learning for Wireless Fingerprinting Localization Based on Optimal Transport
Sensors, 2020 Wireless fingerprinting localization (FL) systems identify locations by building radio fingerprint maps, aiming to provide satisfactory location solutions for the complex environment.
Siqi Bai, Yongjie Luo, Qun Wan
doaj +1 more source
Automatic Clustering for Improved Radio Environment Maps in Distributed Applications
Applied Sciences, 2023 Wireless communication greatly contributes to the evolution of new technologies, such as the Internet of Things (IoT) and edge computing. The new generation networks, including 5G and 6G, provide several connectivity advantages for multiple applications,
Haithem Ben Chikha, Alaa Alaerjan
doaj +1 more source
Novel radio environment map for the ns-3 NR simulator [PDF]
Proceedings of the Workshop on ns-3, 2021 Grant numbers : S3_LLNL - Spectrum Sharing Simulator Program project.
Koutlia, Katerina +3 more
openaire +2 more sources
Iteratively reweighted compressive sensing based algorithm for spectrum cartography in cognitive radio networks [PDF]
, 2014 © 2014 IEEE. Spectrum cartography is the process of constructing a map showing Radio Frequency signal strength over a finite geographical area. In our previous work we formulated spectrum cartography as a compressive sensing problem and we illustrated ...
Dutkiewicz, E +3 more
core +1 more source
Semi-Supervised Learning for Indoor Hybrid Fingerprint Database Calibration With Low Effort
IEEE Access, 2017 The interest of indoor localization based on the IEEE 802.11 wireless local area network signal increases remarkably to support pervasive computing applications, but the process of fingerprints calibration, which is point-by-point conducted manually, is ...
Mu Zhou +3 more
doaj +1 more source
Advanced real-time indoor tracking based on the Viterbi algorithm and semantic data [PDF]
, 2015 A real-time indoor tracking system based on the Viterbi algorithm is developed. This Viterbi principle is used in combination with semantic data to improve the accuracy, that is, the environment of the object that is being tracked and a motion model. The
Joseph, Wout +3 more
core +3 more sources
Sensors, 2018 Received Signal Strength Indicator (RSSI) localization using fingerprint has become a prevailing approach for indoor localization. However, the fingerprint-collecting work is repetitive and time-consuming.
Junhua Yang +4 more
doaj +1 more source
Early Quenching of Massive Protocluster Galaxies Around z=2.2 Radio Galaxies [PDF]
, 2016 Radio galaxies are among the most massive galaxies in the high-redshift Universe and are known to often lie in protocluster environments. We have studied the fields of seven z = 2.2 radio galaxies with High Acuity Wide field K-band Imager (HAWK-I) narrow-
Bremer, Malcolm N. +3 more
core +4 more sources