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- research-articleMarch 2024
Assessment of overlapping triple-frequency BDS-3/BDS-2/INS tightly coupled integration model in kinematic surveying
AbstractThe China BeiDou Navigation Satellite System (BDS-3) is recognized for its advantages compared to BDS-2. However, the enhancement of performance through the simultaneous utilization of BDS-2 and BDS-3 in real-time kinematic (RTK) applications ...
- research-articleJune 2023
Study of convolutional neural network-based semantic segmentation methods on edge intelligence devices for field agricultural robot navigation line extraction
Computers and Electronics in Agriculture (COEA), Volume 209, Issue Chttps://doi.org/10.1016/j.compag.2023.107811Highlights- Deep learning-based semantic segmentation on edge devices for field robot navigation.
Smart agricultural machinery is emerging as the future trend for field robots, and the fully automatic robot has a great application prospect. However, it is a big challenge for robots to navigate in complex farmland environments. In ...
- research-articleMay 2023
A machine learning-based positioning method for poultry in cage environments
Computers and Electronics in Agriculture (COEA), Volume 208, Issue Chttps://doi.org/10.1016/j.compag.2023.107764Highlights- A signal strength-based model works for problems with low accuracy requirements.
Individuals or groups of animals exhibit different activities that characterize domain behavior. Rapid and accurate localization of poultry in small and complex cage environments helps analyze the poultry domain behavior. This study ...
- research-articleOctober 2022
Centimeter-accurate vehicle navigation in urban environments with a tightly integrated PPP-RTK/MEMS/vision system
AbstractEmerging applications like autonomous cars and unmanned aerial vehicles demand accurate, continuous and reliable positioning. The PPP-RTK technique, which could provide a rapid centimeter-accurate positioning service using a single GNSS receiver, ...
- research-articleMay 2022
Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources
- Shinji Tarumi,
- Wataru Takeuchi,
- Rong Qi,
- Xia Ning,
- Laura Ruppert,
- Hideyuki Ban,
- Daniel H. Robertson,
- Titus Schleyer,
- Kensaku Kawamoto
Journal of Biomedical Informatics (JOBI), Volume 129, Issue Chttps://doi.org/10.1016/j.jbi.2022.104001Graphical abstractDisplay Omitted
Highlights- Three methods for building predictive models from multicenter electronic health record data are compared for clinical decision support in type 2 diabetes ...
Electronic health record (EHR) data are increasingly used to develop prediction models to support clinical care, including the care of patients with common chronic conditions. A key challenge for individual healthcare systems in ...
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- research-articleFebruary 2022
Stereo-vision-based AUV navigation system for resetting the inertial navigation system error
- Horng Yi Hsu,
- Yuichiro Toda,
- Kohei Yamashita,
- Keigo Watanabe,
- Masahiko Sasano,
- Akihiro Okamoto,
- Shogo Inaba,
- Mamoru Minami
Artificial Life and Robotics (SPALR), Volume 27, Issue 1Pages 165–178https://doi.org/10.1007/s10015-021-00720-zAbstractThe Autonomous Underwater Vehicle (AUV) is used for underwater exploration of the sea floor. The AUV uses an Inertial Navigation System (INS) to recognize its position in the water, through the position estimation error of the INS increases with ...
- research-articleApril 2021
Fusing denoised stereo visual odometry, INS and GPS measurements for autonomous navigation in a tightly coupled approach
AbstractIn a GPS-denied environment, even the combination of GPS and Inertial Navigation System (INS) cannot provide location reliably and accurately. We propose a new denoised stereo Visual Odometry VO/INS/GPS integration system for autonomous navigation ...
- research-articleJanuary 2021
An inertial and global positioning system based algorithm for ownship navigation
International Journal of Sensor Networks (IJSNET), Volume 37, Issue 4Pages 209–218https://doi.org/10.1504/ijsnet.2021.119487In this paper a fusion algorithm for global positioning systems (GPS) and inertial navigation system (INS), using inertial measurement unit (IMU), is proposed for ground vehicle trajectory estimation during a GPS outage. As a standalone system an INS has ...
- research-articleJanuary 2020
LiDAR Aided Integrated Navigation System for Indoor Environments
VSIP '19: Proceedings of the 2019 International Conference on Video, Signal and Image ProcessingPages 89–93https://doi.org/10.1145/3369318.3369319The accurate and reliable navigation system is very important for the Unmanned Ground Vehicles (UGVs) in indoor environment, where Global Positioning System (GPS) is almost unreliable or unavailable. This paper leverages the information from gyroscope, ...
- research-articleOctober 2019
Indoor Positioning Using WiFi RSSI Trilateration and INS Sensor Fusion System Simulation
SSIP '19: Proceedings of the 2019 2nd International Conference on Sensors, Signal and Image ProcessingPages 21–26https://doi.org/10.1145/3365245.3365261Indoor positioning is needed in many localization applications such as navigation, autonomous robotic movement, and asset tracking. In this paper, an indoor localization method based on fusion of WiFi RSSI positioning and inertial navigation system (INS)...
- research-articleOctober 2019
Seamless navigation and mapping using an INS/GNSS/grid-based SLAM semi-tightly coupled integration scheme
Information Fusion (INFU), Volume 50, Issue CPages 181–196https://doi.org/10.1016/j.inffus.2019.01.004Highlights- The proposed method is capable of giving stable navigation and mapping solutions.
Mobile Mapping Systems (MMS) with Inertial Navigation System / Global Navigation Satellite System (INS/GNSS) and mapping sensors have been widely developed in recent years. However current systems and results are still prone to errors, ...
- articleJuly 2018
Improved decentralized multi-sensor navigation system for airborne applications
The integration of Global Navigation Satellite System (GNSS) and Inertial Navigation System (INS) technologies is a very useful navigation option for high-accuracy positioning in many applications. However, its performance is still limited by GNSS ...
- articleApril 2018
Using Allan variance to improve stochastic modeling for accurate GNSS/INS integrated navigation
MEMS-based integrated system of a global navigation satellite system (GNSS) and an inertial navigation system (INS) has been widely used in various navigation applications. However, such integration encounters some major limitations. On the one hand, ...
- articleJanuary 2018
An Enhanced Mobile Device-Based Navigation Model: Ubiquitous Computing
International Journal of Mobile Computing and Multimedia Communications (IJMCMC-IGI), Volume 9, Issue 1Pages 1–20https://doi.org/10.4018/IJMCMC.2018010101This article formulated, simulated and evaluated an enhanced model for a non-linear/non-Gaussian integrated Global Positioning System GPS and Inertial Navigation System INS mobile-based device navigation system using the Particle Filter PF. This was ...
- articleJuly 2017
Robust GPS/BDS/INS tightly coupled integration with atmospheric constraints for long-range kinematic positioning
The combination of new global navigation satellite system (GNSS) has brought great benefits to reliable positioning and ambiguity resolution (AR), especially in restricted environments. However, kinematic positioning over long ranges is still a ...
- articleJanuary 2017
Reliable partial ambiguity resolution for single-frequency GPS/BDS and INS integration
Correctly fixing carrier phase integer ambiguities is a prerequisite to achieve high-precision positioning solutions from global navigation satellite system (GNSS). However, for the single-frequency dynamic users, a low ambiguity resolution (AR) ...
- articleJanuary 2017
PPP/INS tightly coupled navigation using adaptive federated filter
Integration of the global positioning system (GPS) with inertial navigation system (INS) has been very intensively studied and widely applied in recent years. Conventional GPS/INS integrated systems that receive pseudorange and Doppler observations can ...
- research-articleDecember 2016
Technology research of ultra-tightly integration about INS aided tracking loop based on EKF
ICIIP '16: Proceedings of the 1st International Conference on Intelligent Information ProcessingArticle No.: 32, Pages 1–6https://doi.org/10.1145/3028842.3028874Ultra-tightly coupled technology for high dynamic, low signal to noise and under the strong interference of advantage, gradually become the development trend of integrated navigation. Analyzing the structure of different Kalman filter within ultra-...
- ArticleJuly 2016
A Fuzzy Controller for GPS/INS/Odm Integrated Navigation System
ICINCO 2016: Proceedings of the 13th International Conference on Informatics in Control, Automation and RoboticsPages 390–397https://doi.org/10.5220/0005984103900397Navigation technology has an important role in designing intelligent vehicles and advanced robots. To have a continuous navigation solution that does not suffer from interruption, GPS (Global Positioning System) data is merged with relative positioning ...
- research-articleApril 2016
Cooperative localisation with hybrid inertial navigation system/pedestrian dead reckoning tracking for GPS-denied environments
SAC '16: Proceedings of the 31st Annual ACM Symposium on Applied ComputingPages 675–681https://doi.org/10.1145/2851613.2851850In this paper, we develop a novel probabilistic hybrid inertial navigation system (INS)/pedestrian dead reckoning (PDR) measurement tracking algorithm, namely (PHIMTA), that provides high accuracy tracking in slow pedestrian scenarios. We then combine it ...