LSTM-based zero-velocity detection for robust inertial navigation

B Wagstaff, J Kelly - 2018 International Conference on Indoor …, 2018 - ieeexplore.ieee.org
We present a method to improve the accuracy of a zero-velocity-aided inertial navigation
system (INS) by replacing the standard zero-velocity detector with a long short-term memory …

Error analysis of ZUPT-aided pedestrian inertial navigation

Y Wang, A Chernyshoff… - … Conference on Indoor …, 2018 - ieeexplore.ieee.org
We present, for the first time, an analytical relation between the navigation errors during Zero-
Velocity-Update (ZUPT) aided pedestrian inertial navigation and Inertial Measurement Unit …

Study on estimation errors in ZUPT-aided pedestrian inertial navigation due to IMU noises

Y Wang, A Chernyshoff… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
We present a study on the effects of the inertial measurement unit (IMU) noises on the
navigation solution uncertainty during zero-velocity-update (ZUPT)-aided pedestrian inertial …

Attitude measurement for high-spinning projectile with a hollow MEMS IMU consisting of multiple accelerometers and gyros

F Liu, Z Su, H Zhao, Q Li, C Li - Sensors, 2019 - mdpi.com
A low cost, high precision hollow structure MEMS IMU has been developed to measure the
roll angular rate of a high-spinning projectile. The hollow MEMS IMU is realized by …

AE-CNN-based multisource data fusion for gait motion step length estimation

ZQ Ling, YP Zhang, GZ Cao, JC Chen… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Step length estimation is essential for people to overcome different types of environmental
obstacles in daily life. Aiming at the problem of low estimation accuracy based solely on …

Adaptive 3D position estimation of pedestrians by wearing one ankle sensor

Y Zhao, J Liang, Y Cui, X Sha, WJ Li - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Without the assistance of Global Positioning System (GPS), estimating the 3D position of
indoor and outdoor pedestrians using a single wearable device is a daunting if not …

Using step size and lower limb segment orientation from multiple low-cost wearable inertial/magnetic sensors for pedestrian navigation

C Tjhai, K O'Keefe - Sensors, 2019 - mdpi.com
This paper demonstrates the use of multiple low-cost inertial/magnetic sensors as a
pedestrian navigation system for indoor positioning. This research looks at the problem of …

Inertial sensor array processing with motion models

J Wahlström, I Skog, P Händel - 2018 21st International …, 2018 - ieeexplore.ieee.org
By arranging a large number of inertial sensors in an array and fusing their measurements, it
is possible to create inertial sensor assemblies with a high performance-to-price ratio …

A motion capture algorithm based on inertia-Kinect sensors for lower body elements and step length estimation

J Abbasi, H Salarieh, A Alasty - Biomedical Signal Processing and Control, 2021 - Elsevier
Motion capture is a process that movements of living organisms like human or objects are
captured and the results are processed for the desired applications. These applications are …

Multiple hypothesis testing approach to pedestrian INS with map-matching

MT Koroglu, M Korkmaz, A Yilmaz… - … Conference on Indoor …, 2019 - ieeexplore.ieee.org
Inertial sensors became wearable/portable with the advances in sensing and computing
technologies in the last two decades. Captured motion data can be used to build a …