Indoor navigation: State of the art and future trends

N El-Sheimy, Y Li - Satellite Navigation, 2021 - Springer
This paper reviews the state of the art and future trends of indoor Positioning, Localization,
and Navigation (PLAN). It covers the requirements, the main players, sensors, and …

Inertial sensors technologies for navigation applications: State of the art and future trends

N El-Sheimy, A Youssef - Satellite Navigation, 2020 - Springer
Inertial navigation represents a unique method of navigation, in which there is no
dependency on external sources of information. As opposed to other position fixing …

Exceptional-point-based accelerometers with enhanced signal-to-noise ratio

R Kononchuk, J Cai, F Ellis, R Thevamaran, T Kottos - Nature, 2022 - nature.com
Exceptional points (EP) are non-Hermitian degeneracies where eigenvalues and their
corresponding eigenvectors coalesce,,–. Recently, EPs have attracted attention as a means …

Using inertial sensors for position and orientation estimation

M Kok, JD Hol, TB Schön - arXiv preprint arXiv:1704.06053, 2017 - arxiv.org
In recent years, MEMS inertial sensors (3D accelerometers and 3D gyroscopes) have
become widely available due to their small size and low cost. Inertial sensor measurements …

Ionet: Learning to cure the curse of drift in inertial odometry

C Chen, X Lu, A Markham, N Trigoni - Proceedings of the AAAI …, 2018 - ojs.aaai.org
Inertial sensors play a pivotal role in indoor localization, which in turn lays the foundation for
pervasive personal applications. However, low-cost inertial sensors, as commonly found in …

IMU-based gait recognition using convolutional neural networks and multi-sensor fusion

O Dehzangi, M Taherisadr, R ChangalVala - Sensors, 2017 - mdpi.com
The wide spread usage of wearable sensors such as in smart watches has provided
continuous access to valuable user generated data such as human motion that could be …

Machine learning-based classification of quality grades for concrete vibration behaviour

S Fan, T He, W Li, C Zeng, P Chen, L Chen… - Automation in …, 2024 - Elsevier
The vibration behaviour of the vibrating rods is one of the key factors for the quality of
concrete vibration that is essential for the long-term safety of concrete structures. Although …

MEMS-based IMU drift minimization: Sage Husa adaptive robust Kalman filtering

M Narasimhappa, AD Mahindrakar… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
The Attitude Heading Reference System (AHRS) has been widely used to provide the
position and orientation of a rigid body. A low cost MEMS based inertial sensor …

Noise resilient exceptional-point voltmeters enabled by oscillation quenching phenomena

A Suntharalingam, L Fernández-Alcázar… - Nature …, 2023 - nature.com
Exceptional point degeneracies (EPD) of linear non-Hermitian systems have been recently
utilized for hypersensitive sensing. This proposal exploits the sublinear response that the …

Deep-learning-based pedestrian inertial navigation: Methods, data set, and on-device inference

C Chen, P Zhao, CX Lu, W Wang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Modern inertial measurements units (IMUs) are small, cheap, energy efficient, and widely
employed in smart devices and mobile robots. Exploiting inertial data for accurate and …