Spectrum occupancy measurements: A survey and use of interference maps

M Höyhtyä, A Mämmelä, M Eskola… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
In order to provide meaningful data about spectrum use, occupancy measurements
describing the utilization rate of a specific frequency band should be conducted over a …

Advances on localization techniques for wireless sensor networks: A survey

TJS Chowdhury, C Elkin, V Devabhaktuni, DB Rawat… - Computer Networks, 2016 - Elsevier
Localization in wireless sensor networks (WSNs) is regarded as an emerging technology for
numerous cyber-physical system applications, which equips wireless sensors with the …

Engineering radio maps for wireless resource management

S Bi, J Lyu, Z Ding, R Zhang - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
The term'radio map'in general refers to the geographical signal power spectrum density,
formed by the superposition of concurrent wireless transmissions, as a function of location …

Sparse bayesian learning-based 3D radio environment map construction—Sampling optimization, scenario-dependent dictionary construction and sparse recovery

J Wang, Q Zhu, Z Lin, Q Wu, Y Huang… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
The radio environment map (REM), which can visualize the information of invisible
electromagnetic spectrum, is vital for monitoring, management, and security of spectrum …

Distance-based interpolation and extrapolation methods for RSS-based localization with indoor wireless signals

J Talvitie, M Renfors, ES Lohan - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Wireless local area network (WLAN)-based fingerprinting using received signal strength
(RSS) has been considered to be one solution for indoor positioning. However, one widely …

Wireless communication, sensing, and REM: A security perspective

HM Furqan, MSJ Solaija, H Türkmen… - IEEE Open Journal of …, 2021 - ieeexplore.ieee.org
The diverse requirements of next-generation communication systems necessitate
awareness, flexibility, and intelligence as essential building blocks of future wireless …

[PDF][PDF] Radio environment maps: The survey of construction methods

M Pesko, T Javornik, A Kosir, M Stular… - KSII Transactions on …, 2014 - koreascience.kr
Radio environment maps (REMs) and geolocation database represent an important source
of information for the operation of cognitive radio networks, replacing or complementing …

Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework

HN Qureshi, U Masood, M Manalastas… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The future of cellular networks is contingent on artificial intelligence (AI) based automation,
particularly for radio access network (RAN) operation, optimization, and troubleshooting. To …

[HTML][HTML] Nr5g-sam: A slam framework for field robot applications based on 5g new radio

PT Karfakis, MS Couceiro, D Portugal - Sensors, 2023 - mdpi.com
Robot localization is a crucial task in robotic systems and is a pre-requisite for navigation. In
outdoor environments, Global Navigation Satellite Systems (GNSS) have aided towards this …

Medium access control protocols in cognitive radio networks: Overview and general classification

L Gavrilovska, D Denkovski, V Rakovic… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
The Cognitive Radio and the Cognitive Radio Networks have recently become one of the
most intensively studied paradigms in wireless communications. The main distinctive …