Deep learning for IoT big data and streaming analytics: A survey

M Mohammadi, A Al-Fuqaha, S Sorour… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT), an enormous amount of sensing devices collect
and/or generate various sensory data over time for a wide range of fields and applications …

A review of indoor localization techniques and wireless technologies

H Obeidat, W Shuaieb, O Obeidat… - Wireless Personal …, 2021 - Springer
This paper introduces a review article on indoor localization techniques and technologies.
The paper starts with current localization systems and summarizes comparisons between …

A review on deep learning techniques for IoT data

K Lakshmanna, R Kaluri, N Gundluru, ZS Alzamil… - Electronics, 2022 - mdpi.com
Continuous growth in software, hardware and internet technology has enabled the growth of
internet-based sensor tools that provide physical world observations and data …

The revisiting problem in simultaneous localization and map**: A survey on visual loop closure detection

KA Tsintotas, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …

WiDeep: WiFi-based accurate and robust indoor localization system using deep learning

M Abbas, M Elhamshary, H Rizk… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …

A survey on fusion-based indoor positioning

X Guo, N Ansari, F Hu, Y Shao… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …

Sensors of smart devices in the internet of everything (IoE) era: big opportunities and massive doubts

M Masoud, Y Jaradat, A Manasrah… - Journal of …, 2019 - Wiley Online Library
Smart device industry allows developers and designers to embed different sensors,
processors, and memories in small‐size electronic devices. Sensors are added to enhance …

Deep learning methods for fingerprint-based indoor positioning: A review

F Alhomayani, MH Mahoor - Journal of Location Based Services, 2020 - Taylor & Francis
Outdoor positioning systems based on the Global Navigation Satellite System have several
shortcomings that have deemed their use for indoor positioning impractical. Location …

A robust and accurate indoor localization using learning-based fusion of Wi-Fi RTT and RSSI

H Rizk, A Elmogy, H Yamaguchi - Sensors, 2022 - mdpi.com
Great attention has been paid to indoor localization due to its wide range of associated
applications and services. Fingerprinting and time-based localization techniques are among …

ViNav: A vision-based indoor navigation system for smartphones

J Dong, M Noreikis, Y **ao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Smartphone-based indoor navigation services are desperately needed in indoor
environments. However, the adoption of them has been relatively slow, due to the lack of …