A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era

MR Mahmood, MA Matin, P Sarigiannidis… - IEEE …, 2022 - ieeexplore.ieee.org
The evolution of the wireless network systems over decades has been providing new
services to the users with the help of innovative network and device technologies. In recent …

Occupancy detection and localization strategies for demand modulated appliance control in Internet of Things enabled home energy management system

A Natarajan, V Krishnasamy, M Singh - Renewable and Sustainable …, 2022 - Elsevier
Smart scheduling of domestic appliances based on user demand is an important aspect of
any home energy management system. Such a demand driven operation can be performed …

Pervasive machine learning for smart radio environments enabled by reconfigurable intelligent surfaces

GC Alexandropoulos, K Stylianopoulos… - Proceedings of the …, 2022 - ieeexplore.ieee.org
The emerging technology of reconfigurable intelligent surfaces (RISs) is provisioned as an
enabler of smart wireless environments, offering a highly scalable, low-cost, hardware …

Fingerprinting-based indoor localization with commercial MMWave WiFi: A deep learning approach

T Koike-Akino, P Wang, M Pajovic, H Sun… - IEEE Access, 2020 - ieeexplore.ieee.org
Existing fingerprint-based indoor localization uses either fine-grained channel state
information (CSI) from the physical layer or coarse-grained received signal strength indicator …

Indoor localization with reconfigurable intelligent surface

T Ma, Y Xiao, X Lei, W Xiong… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Recently, reconfigurable intelligent surface (RIS), which operates with the aim to manipulate
multi-path signals, has been widely considered for wireless communications. In this letter …

6G: Connecting everything by 1000 times price reduction

S Zhang, C Xiang, S Xu - IEEE Open Journal of Vehicular …, 2020 - ieeexplore.ieee.org
The commercial deployment of 5G communication networks makes the industry and
academia to seriously consider the possible solutions for the next generation. Although the …

A survey on radio frequency based precise localisation technology for UAV in GPS-denied environment

B Yang, E Yang - Journal of Intelligent & Robotic Systems, 2021 - Springer
Owing to the specific characteristics of Unmanned Aerial Vehicles (UAVs), the demands and
applications increase dramatically for them being deployed in confined or closed space for …

On indoor localization using WiFi, BLE, UWB, and IMU technologies

SG Leitch, QZ Ahmed, WB Abbas, M Hafeez… - Sensors, 2023 - mdpi.com
Indoor localization is a key research area and has been stated as a major goal for Sixth
Generation (6G) communications. Indoor localization faces many challenges, such as harsh …

DAFI: WiFi-based device-free indoor localization via domain adaptation

H Li, X Chen, J Wang, D Wu, X Liu - … of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
WiFi-based Device-free Passive (DfP) indoor localization systems liberate their users from
carrying dedicated sensors or smartphones, and thus provide a non-intrusive and pleasant …

Virtual reality solutions employing artificial intelligence methods: A systematic literature review

T Ribeiro de Oliveira, B Biancardi Rodrigues… - ACM Computing …, 2023 - dl.acm.org
Although there are methods of artificial intelligence (AI) applied to virtual reality (VR)
solutions, there are few studies in the literature. Thus, to fill this gap, we performed a …