Artificial neural networks for navigation systems: A review of recent research
Several machine learning (ML) methodologies are gaining popularity as artificial
intelligence (AI) becomes increasingly prevalent. An artificial neural network (ANN) may be …
intelligence (AI) becomes increasingly prevalent. An artificial neural network (ANN) may be …
Detection of spoofing attack using machine learning based on multi-layer neural network in single-frequency GPS receivers
The importance of the Global Positioning System (GPS) and related electronic systems
continues to increase in a range of environmental, engineering and navigation applications …
continues to increase in a range of environmental, engineering and navigation applications …
An optimized classification algorithm by BP neural network based on PLS and HCA
W Jia, D Zhao, T Shen, S Ding, Y Zhao, C Hu - Applied Intelligence, 2015 - Springer
Due to some correlative or repetitive factors between features or samples with high
dimension and large amount of sample data, when traditional back-propagation (BP) neural …
dimension and large amount of sample data, when traditional back-propagation (BP) neural …
CDMA-based acoustic local positioning system for portable devices with multipath cancellation
This paper presents an acoustic local positioning system (ALPS) suitable for indoor
positioning of portable devices such as smartphones or tablets, based on the transmission of …
positioning of portable devices such as smartphones or tablets, based on the transmission of …
Satellite selection with an end-to-end deep learning network
P Huang, C Rizos, C Roberts - GPS Solutions, 2018 - Springer
Benefiting from multi-constellation Global Navigation Satellite Systems (GNSS), more and
more visible satellites can be used to improve user positioning performance. However, due …
more visible satellites can be used to improve user positioning performance. However, due …
Reliable urban canyon navigation solution in GPS and GLONASS integrated receiver using improved fuzzy weighted least-square method
A Tabatabaei, MR Mosavi, A Khavari… - Wireless Personal …, 2017 - Springer
Abstract Global Positioning System encounters many problems in urban canyons and hard
environments because of obstacles that decrease the number of visible satellites in receiver …
environments because of obstacles that decrease the number of visible satellites in receiver …
Airborne GNSS PPP Based Pseudolite System
P Huang - 2019 - unsworks.unsw.edu.au
A-PL systems have been proposed as a means of augmenting GNSS in difficult areas where
GNSS-only navigation cannot be guaranteed, due to signal blockages, signal jamming, etc …
GNSS-only navigation cannot be guaranteed, due to signal blockages, signal jamming, etc …
Milling tool wear diagnosis by feed motor current signal using an artificial neural network
MN Khajavi, E Nasernia, M Rostaghi - Journal of Mechanical Science and …, 2016 - Springer
In this paper, a Multi-layer perceptron (MLP) neural network was used to predict tool wear in
face milling. For this purpose, a series of experiments was conducted using a milling …
face milling. For this purpose, a series of experiments was conducted using a milling …
Urban metric maps for small unmanned aircraft systems motion planning
Low-altitude urban flight planning for small unmanned aircraft systems (UASs) accurate
vehicle kinodynamics, environment maps, and risk models to assure that flight plans …
vehicle kinodynamics, environment maps, and risk models to assure that flight plans …
Accurate solution of navigation equations in GPS receivers for very high velocities using pseudorange measurements
GPS is a satellite‐based navigation system that is able to determine the exact position of
objects on the Earth, sky, or space. By increasing the velocity of a moving object, the …
objects on the Earth, sky, or space. By increasing the velocity of a moving object, the …