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Deep learning for inertial positioning: A survey
C Chen, X Pan - IEEE transactions on intelligent transportation …, 2024 - ieeexplore.ieee.org
Inertial sensors are widely utilized in smartphones, drones, vehicles, and wearable devices,
playing a crucial role in enabling ubiquitous and reliable localization. Inertial sensor-based …
playing a crucial role in enabling ubiquitous and reliable localization. Inertial sensor-based …
Fifteen years of progress at zero velocity: A review
Fifteen years have passed since the publication of Foxlin's seminal paper “Pedestrian
tracking with shoe-mounted inertial sensors”. In addition to popularizing the zero-velocity …
tracking with shoe-mounted inertial sensors”. In addition to popularizing the zero-velocity …
A survey on deep learning for localization and map**: Towards the age of spatial machine intelligence
Deep-learning-based pedestrian inertial navigation: Methods, data set, and on-device inference
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 …
employed in smart devices and mobile robots. Exploiting inertial data for accurate and …
Deep learning-enabled fusion to bridge GPS outages for INS/GPS integrated navigation
Y Liu, Q Luo, Y Zhou - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
The low cost inertial navigation system (INS) suffers from bias and measurement noise,
which would result in poor navigation accuracy during global positioning system (GPS) …
which would result in poor navigation accuracy during global positioning system (GPS) …
[HTML][HTML] Toward accurate position estimation using learning to prediction algorithm in indoor navigation
Internet of Things is advancing, and the augmented role of smart navigation in automating
processes is at its vanguard. Smart navigation and location tracking systems are finding …
processes is at its vanguard. Smart navigation and location tracking systems are finding …
Threshold-free phase segmentation and zero velocity detection for gait analysis using foot-mounted inertial sensors
Gait analysis is a prosperous tool for the clinical evaluation and diagnosis. In this article, a
portable gait analysis system based on foot-mounted inertial sensors is established. A …
portable gait analysis system based on foot-mounted inertial sensors is established. A …
AbolDeepIO: A novel deep inertial odometry network for autonomous vehicles
Inertial measurement units (IMUs) suffer from bias and measurement noise, which makes it
much more complicated to tackle the problem of inertial odometry (IO). Due to the error …
much more complicated to tackle the problem of inertial odometry (IO). Due to the error …
RINS-W: Robust inertial navigation system on wheels
This paper proposes a real-time approach for long-term inertial navigation based only on an
Inertial Measurement Unit (IMU) for self-localizing wheeled robots. The approach builds …
Inertial Measurement Unit (IMU) for self-localizing wheeled robots. The approach builds …
Oxiod: The dataset for deep inertial odometry
Advances in micro-electro-mechanical (MEMS) techniques enable inertial measurements
units (IMUs) to be small, cheap, energy efficient, and widely used in smartphones, robots …
units (IMUs) to be small, cheap, energy efficient, and widely used in smartphones, robots …