New reliability studies of data-driven aircraft trajectory prediction

SM Hashemi, RM Botez, TL Grigorie - Aerospace, 2020 - mdpi.com
Two main factors, including regression accuracy and adversarial attack robustness, of six
trajectory prediction models are measured in this paper using the traffic flow management …

Orchestration of reconfigurable intelligent surfaces for positioning, navigation, and timing

MS Siraj, AB Rahman, M Diamanti… - MILCOM 2022-2022 …, 2022 - ieeexplore.ieee.org
Positioning, Navigation, and Timing (PNT) services are exploited by critical infrastructures
which are strategic for the functioning of the modern society, such as telecom, energy …

Improved RFI localization through aircraft position estimation during losses in ADS-B reception

M Dacus, Z Liu, S Lo, T Walter - … of the 35th International Technical Meeting …, 2022 - ion.org
The ability to estimate aircraft position and velocity is vital for safe and effective air traffic
operations and management. With the emergence of the Automatic Dependent Surveillance …

AEALV: Accurate and efficient aircraft location verification for ADS-B

H Yang, Q Zhou, D Liu, H Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The automatic dependent surveillance-broadcast (ADS-B) collects and analyzes massive
cognitive aircraft location data, and is essential for safe air traffic controls in the modern …

Novel trajectory prediction and flight dynamics modelling and control based on robust artificial intelligence algorithms for the UAS-S4

SM Hashemi - 2022 - espace.etsmtl.ca
Aerial Traffic Management (ATM) and Aerial Collision Avoidance (ACA) are the most
important issues in aviation transportation. Accurate Aircraft Trajectory Prediction (ATP) …

机器学习助力基于优化理论的TDOA 无源定位

王文宇, 朱磊, 姚昌华, 俞璐 - 信息与控制, 2022 - xk.sia.cn
信息社会无线通信技术迅速发展并被广泛应用, 各个领域对信号辐射源的定位需求显著提升,
基于到达时间差(time difference of arrival, TDOA) 的定位方法是无源定位技术中应用较为广泛 …

Low power sensor location prediction using spatial dimension transformation and pattern recognition

W Lee, CS Jeong - Energies, 2022 - mdpi.com
A method of positioning a location on a specific object using a wireless sensor has been
developed for a long time. However, due to the error of wavelengths and various …

Machine Learning Facilitating TDOA Passive Positioning Based on Optimization Theory

W Wenyu, ZHU Lei, YAO Changhua, YU Lu - INFORMATION AND …, 2022 - xk.sia.cn
Wireless communication technology has rapidly advanced and attracted widespread
application. Moreover, the positioning requirements for signal sources in various fields have …