Recent advances in pedestrian inertial navigation based on smartphone: A review

Q Wang, M Fu, J Wang, H Luo, L Sun, Z Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Indoor location-based service is a hot research topic whose application market size is
expected to grow from 41 billion by 2022 and 58 billion by 2023. As a portable …

Model-based deep learning for low-cost IMU dead reckoning of wheeled mobile robot

F Guo, H Yang, X Wu, H Dong, Q Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Low-cost inertial measurement units (IMUs) suffer from low sensitivity and high random walk
noise, which makes it challenging to use them directly for dead reckoning. Regular model …

Anchor-based multi-scale deep grasp pose detector with encoded angle regression

H Cheng, Y Wang, MQH Meng - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An intelligent robot grasping system should be able to automatically grasp a variety of
objects that have never been seen, which requires accurate and efficient grasp pose …

Waveform-guide transformation of IMU measurements for smartphone-based localization

K Han, SM Yu, SW Ko, SL Kim - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Pedestrian dead reckoning (PDR) is one key localization technique using inertial
momentum units (IMU) installed on a smartphone. However, IMU measurements are …

Multi-Scale Transformer and Attention Mechanism for Magnetic Spatiotemporal Sequence Localization

Q Wang, L Wang, M Fu, J Wang, L Sun… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Location-based service (LBS) is the core of Internet of Things (IoT), which serves tracking,
navigation, and monitoring. The ubiquitous magnetic signals are temporally stable and …

[HTML][HTML] Free-walking: Pedestrian inertial navigation based on dual foot-mounted IMU

Q Wang, M Fu, J Wang, L Sun, R Huang, X Li… - Defence …, 2024 - Elsevier
The inertial navigation system (INS), which is frequently used in emergency rescue
operations and other situations, has the benefits of not relying on infrastructure, high …

Improving indoor pedestrian dead reckoning for smartphones under magnetic interference using deep learning

P Zhu, X Yu, Y Han, X Xiao, Y Liu - Sensors, 2023 - mdpi.com
As micro-electro-mechanical systems (MEMS) technology continues its rapid ascent, a
growing array of smart devices are integrating lightweight, compact, and cost-efficient …

DRT: Deformable region-based transformer for nonrigid medical image registration with a constraint of orientation

S Lan, X Li, Z Guo - IEEE Transactions on Instrumentation and …, 2023 - ieeexplore.ieee.org
Nonrigid medical image registration is a key technology for clinical disease diagnosis by
integrating the vital information taken from input images acquired using multiple imaging …

DI-EME: Deep Inertial Ego-Motion Estimation for Autonomous Underwater Vehicle

Z Li, H Yu, W Yang, Y Zhang, Y Li… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Inertial navigation systems (INSs) are a topical solution in underwater navigation. Although
appealing due to their ability to estimate pose without external information, INS suffer from …

Semi-Ring-Optic-Fiber (SROF) Sensor-Based Abnormal Gait Recognition via Monitoring Muscle Activation

W Zhang, L Ju, H Jia, X Ding, Y Feng - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
With the rapid development of wearable robotics, the requirements for wearable sensors to
detect the interaction between wearable robots and humans are increasing. This study …