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相关论文: Stochastic Continuation of Trajectories in the Cir…

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Designing spacecraft trajectories remains challenging in the presence of stochastic effects such as maneuver execution errors and observation uncertainties. Although covariance control and belief-space planning provide useful tools for…

系统与控制 · 电气工程与系统科学 2026-05-11 Masahiro Fujiwara , Naoya Ozaki

The three-body problem (3BP) poses a longstanding challenge in physics and celestial mechanics. Despite the impossibility of obtaining general analytical solutions, statistical theories have been developed based on the ergodic principle.…

地球与行星天体物理 · 物理学 2024-08-28 Alessandro Alberto Trani , Nathan W. C. Leigh , Tjarda C. N. Boekholt , Simon Portegies Zwart

In this paper, we address the problem of uncertainty propagation through nonlinear stochastic dynamical systems. More precisely, given a discrete-time continuous-state probabilistic nonlinear dynamical system, we aim at finding the sequence…

系统与控制 · 电气工程与系统科学 2021-02-01 Ashkan Jasour , Allen Wang , Brian C. Williams

This paper presents a novel approach for propagating uncertainties in dynamical systems building on high-order Taylor expansions of the flow and moment-generating functions (MGFs). Unlike prior methods that focus on Gaussian distributions,…

空间物理 · 物理学 2025-04-08 Giacomo Acciarini , Nicola Baresi , David Lloyd , Dario Izzo

The number of resident space objects is rising at an alarming rate. Mega-constellations and breakup events are proliferating in most orbital regimes, and safe navigation is becoming increasingly problematic. It is important to be able to…

天体物理仪器与方法 · 物理学 2025-04-11 Yannick Sztamfater Garcia , Joaquin Miguez , Manuel Sanjurjo-Rivo

Numerical continuation methods for deterministic dynamical systems have been one of the most successful tools in applied dynamical systems theory. Continuation techniques have been employed in all branches of the natural sciences as well as…

动力系统 · 数学 2015-03-19 Christian Kuehn

Designing robust space trajectories in nonlinear dynamical environments, such as the Earth-Moon circular restricted three-body problem (CR3BP), poses significant challenges due to sensitivity to initial conditions and non-Gaussian…

最优化与控制 · 数学 2026-05-13 Thomas Caleb , Roberto Armellin , Stéphanie Lizy-Destrez

Spacecraft operations are influenced by uncertainties such as dynamics modeling, navigation, and maneuver execution errors. Although mission design has traditionally incorporated heuristic safety margins to mitigate the effect of…

最优化与控制 · 数学 2025-06-10 Naoya Kumagai , Kenshiro Oguri

Many problems in navigation and tracking require increasingly accurate characterizations of the evolution of uncertainty in nonlinear systems. Nonlinear uncertainty propagation approaches based on Gaussian mixture density approximations…

机器学习 · 统计学 2025-12-30 Jackson Kulik , Keith A. LeGrand

In this paper, novel approaches are developed to explore the dynamics of motion in periodic orbits near libration points in cislunar space using the Differential Algebra (DA) framework. The Circular Restricted Three-Body Problem (CR3BP)…

动力系统 · 数学 2024-09-06 Mohammed Atallah , Simone Servadio

In the preliminary design of space missions it can be useful to identify regions of dynamics that drive the system's behaviour or separate qualitatively different dynamics. The Lagrangian Coherent Structure (LCS) has been widely used in the…

地球与行星天体物理 · 物理学 2022-09-26 Jack Tyler , Alexander Wittig

This work proposes a continuum-based approach for the propagation of uncertainties in the initial conditions and parameters for the analysis and prediction of spacecraft re-entries. Using the continuity equation together with the re-entry…

计算工程、金融与科学 · 计算机科学 2021-06-01 Mirko Trisolini , Camilla Colombo

Spacecraft trajectory design is a global search problem, where previous work has revealed specific solution structures that can be captured with data-driven methods. This paper explores two global search problems in the circular restricted…

机器学习 · 计算机科学 2024-12-31 Jannik Graebner , Anjian Li , Amlan Sinha , Ryne Beeson

In this paper, we consider discrete-time non-linear stochastic dynamical systems with additive process noise in which both the initial state and noise distributions are uncertain. Our goal is to quantify how the uncertainty in these…

系统与控制 · 电气工程与系统科学 2025-05-19 Steven Adams , Eduardo Figueiredo , Luca Laurenti

Estimating the probability of collision between spacecraft is crucial for risk management and collision-avoidance strategies. Current methods often rely on Gaussian assumptions and simplifications, which can be inaccurate in highly…

系统与控制 · 电气工程与系统科学 2025-04-22 Théo Verhelst , Giacomo Acciarini , Dario Izzo , Francesco Biscani

We numerically investigate the dynamics of orbits in 3D circumbinary phase-space as a function of binary eccentricity and mass fraction. We find that inclined circumbinary orbits in the elliptically-restricted three-body problem display a…

太阳与恒星天体物理 · 物理学 2015-05-30 Samuel Doolin , Katherine M. Blundell

This paper treats comprehensively the construction of problems from nonlinear dynamics and constrained optimization amenable to parameter continuation techniques and with particular emphasis on multi-segment boundary-value problems with…

动力系统 · 数学 2022-09-27 Zaid Ahsan , Harry Dankowicz , Mingwu Li , Jan Sieber

This paper employs an alternate dynamical model of the circular restricted three body problem to quantify uncertainties associated with spacecraft thrusting maneuvers. A non-product quadrature scheme known as Conjugate Unscented Transform…

最优化与控制 · 数学 2025-04-01 Sharad Sharan , Amit Jain , Roshan T. Eapen , Puneet Singla

Most approximations for stochastic differential equations with high-dimensional, non-Gaussian inputs suffer from a rapid (e.g., exponential) increase of computational cost, an issue known as the curse of dimensionality. In astrodynamics,…

应用统计 · 统计学 2017-08-30 Marc Balducci , Brandon Jones , Alireza Doostan

Techniques from numerical bifurcation theory are very useful to study transitions between steady fluid flow patterns and the instabilities involved. Here, we provide computational methodology to use parameter continuation in determining…

数值分析 · 数学 2020-11-12 S. Baars , J. P. Viebahn , T. E. Mulder , C. Kuehn , F. W. Wubs , H. A. Dijkstra
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