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  • Cislunar glossary (terms & definitions)

    • Cislunar Space Glossary
    • Fundamentals

      • Absolute Range
      • Aerodynamic Coefficient
      • Aerodynamic Moment
      • Aerospace Vehicle
      • Allan Deviation (ADEV)
      • Ballistic Coefficient
      • Bi-Elliptic Transfer
      • Body Frame
      • Celestial Coordinate System
      • Celestial Sphere
      • Characteristic Velocity
      • Coverage Angle
      • Dual One-Way Ranging (DOWR)
      • Earth Ellipsoid
      • Earth Oblateness Perturbation
      • Earth-Centered Earth-Fixed Frame (ECEF)
      • Einstein Equivalence Principle (EEP)
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      • High Altitude Airship (HAA)
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      • Lagrangian Perturbation Equations
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      • Newton's Iteration Method
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      • Velocity Frame
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      • Very Low Earth Orbit (VLEO)
      • Walker Constellation
      • Zero-Angle-of-Attack Reentry
    • Dynamics & math

      • A* Search Algorithm (A* Search)
      • A2PPO (Attention-Augmented Proximal Policy Optimization)
      • Action-Angle Variables
      • Backstepping Sliding Mode Control
      • Backward Stability Set
      • Bang-bang Control (Bang-bang Control)
      • Barycentric Synodic Coordinate System
      • Batch Deployment (Batch Deployment)
      • Bicircular Four-Body Problem
      • Birkhoff-Gustavson Normal Form
      • Buoyancy-weight Imbalance
      • Capture Set
      • Central Manifold
      • Chaos Effect
      • Clohessy-Wiltshire (CW) Equation
      • Co-state Normalization (Co-state Normalization)
      • Co-state Variables
      • Coasting Arc (Coasting Arc)
      • Continuation Method (Parameter Continuation)
      • Continuation
      • Cooperative Agent (CA)
      • CR3BP with Low-Thrust (CR3BP-LT)
      • Circular Restricted Three-Body Problem (CR3BP)
      • Curriculum Learning
      • Deep Deterministic Policy Gradient (DDPG)
      • Deep Reinforcement Learning
      • Detection Graph
      • Differential Correction
      • Differential Evolution (DE) Algorithm
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      • Direct Collocation
      • Dynamic Programming (Dynamic Programming)
      • Dynamic Target Method
      • Ephemeris Model
      • Equinoctial Orbital Elements (Equinoctial Orbital Elements)
      • Earth Restricted Three-Body Problem (ERTBP)
      • Fuel-optimal Control
      • Fuzzy Backstepping Control
      • Generalized Advantage Estimation (GAE)
      • Gaussian Process Regression
      • Geocentric Rotating Coordinate System (GRC)
      • Hamiltonian
      • Hybrid Cluster Particle Swarm Optimization (HCPSO)
      • Heteroclinic Orbit Transfer (Heteroclinic Orbit Transfer)
      • Hill Three-Body Problem
      • Homotopy Method (Homotopy Method)
      • Improved Baseline Control-Point Method (Improved Baseline Control-Point Method)
      • Impulsive Maneuver
      • Initial Value Optimization
      • Invariant Manifold (Invariant Manifold)
      • J2000 Geocentric Equatorial Coordinate System (J2000 Geocentric Equatorial Coordinate System)
      • Jacobi Constant (Jacobi Integral)
      • K-Means Clustering (K-Means Clustering)
      • K-Medoids Clustering (K-Medoids Clustering)
      • KD-Tree (KD-Tree)
      • Libration Point (Equilibrium Point)
      • Libration Point Spacecraft Body Coordinate System (Libration Point Spacecraft Body Coordinate System)
      • Libration Point Spacecraft Orbital Coordinate System (Libration Point Spacecraft Orbital Coordinate System)
      • Lindstedt-Poincare Method (Lindstedt-Poincare Method)
      • L2-centered Rotating Coordinate System (L2-centered Rotating Coordinate System, LRC)
      • LSTM Neural Network
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      • Zero-Effort Miss (ZEM)
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    • Mission orbits

      • Apolune
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    • Navigation & systems

      • Altitude Regulation
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      • Cislunar Spatiotemporal Reference
      • Earth-Moon Hybrid Navigation
      • Extended Kalman Filter (EKF)
      • GPS Aided GEO Augmented Navigation (GAGAN)
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      • Indian Regional Navigation Satellite System (IRNSS)
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      • Positioning, Navigation, and Timing (PNT)
      • Sun-Earth-Moon Autonomous Navigation
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    • Astronomy & observation

      • Astrometry
      • Background Star Elimination
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      • Continuous Coverage (CP)
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    • Military space doctrine

      • Anti-Satellite Test (ASAT)
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    • Organizations

      • Anduril Industries
      • Booz Allen Hamilton
      • Danuri Lunar Orbiter
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      • GITAI USA
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      • Korea Aerospace Administration
      • Lockheed Martin
      • Northrop Grumman
      • Quindar
      • Raytheon Missiles & Defense
      • Sci-Tec
      • SpaceX
      • Satish Dhawan Space Centre SHAR
      • True Anomaly
      • Turion Space

Action-Angle Variables

Author: Tianjiang Talk

Edited from: Qiao et al. (2025) "Orbital parameter characterization and objects cataloging for Earth-Moon collinear libration points"

Website: https://cislunarspace.cn

Definition

Action-Angle Variables are standard tools for analyzing integrable Hamiltonian systems, consisting of a pair of conjugate variables (I,θ)(I, \theta)(I,θ):

  • Action III: an integral constant along a closed orbit, describing the "size" of the orbit
  • Angle θ\thetaθ: the phase of the orbital periodic motion, increasing linearly

For a one-dimensional integrable Hamiltonian system, the introduction of action-angle variables makes the Hamiltonian depend only on the action H=H(I)H = H(I)H=H(I), and the conjugate equation for the angle variable gives a constant angular velocity θ˙=∂H/∂I\dot{\theta} = \partial H / \partial Iθ˙=∂H/∂I.

Significance in Hamiltonian Systems

Action-angle variables are new canonical variables obtained from canonical coordinates (q,p)(q, p)(q,p) via a canonical transformation (q,p)→(I,θ)(q, p) \to (I, \theta)(q,p)→(I,θ). The generating function of the transformation is a generating function of the form S(q,θ)S(q, \theta)S(q,θ). The action is defined as:

I=12π∮p dqI = \frac{1}{2\pi}\oint p \, dq I=2π1​∮pdq

The integration is performed over one complete circuit along the closed orbit. As the angle variable θ\thetaθ varies from 000 to 2π2\pi2π, the action III remains constant.

After introducing action-angle variables, the phase space geometry of an integrable Hamiltonian system becomes extremely clear: III describes the radial section of an invariant torus, and θ\thetaθ describes the rotational phase of the orbit on the torus.

Definition in Linearized Dynamics at Libration Points

The linearized Hamiltonian of the CR3BP collinear libration points, after Birkhoff-Gustavson normalization, has a saddle × center × center structure. For the center modes, Qiao et al. (2025) adopt the following action-angle variable definitions:

Center mode:

Ic=12(q2+p2),θc=arctan⁡(qp)I_c = \frac{1}{2}(q^2 + p^2), \quad \theta_c = \arctan\left(\frac{q}{p}\right) Ic​=21​(q2+p2),θc​=arctan(pq​)

Saddle mode:

Is=qp,θs=ln⁡qpI_s = qp, \quad \theta_s = \ln\frac{\sqrt{q}}{\sqrt{p}} Is​=qp,θs​=lnp​q​​

where the subscript ccc denotes the center motion mode and sss denotes the saddle/hyperbolic motion mode.

Application in Orbit Characteristic Parameters

Qiao et al. (2025) ultimately select a six-dimensional characteristic parameter set:

ParameterTypeDefinitionPhysical Meaning
q1q_1q1​Saddle coordinateRetained directly (no action-angle transformation)Degree of entry along the unstable manifold
p1p_1p1​Saddle momentumRetained directly (no action-angle transformation)Degree of entry along the stable manifold
I2I_2I2​Center action 1I2=12(q22+p22)I_2 = \frac{1}{2}(q_2^2 + p_2^2)I2​=21​(q22​+p22​)Amplitude of motion in the XYXYXY plane
θ2\theta_2θ2​Center angle 1θ2=arctan⁡(q2/p2)\theta_2 = \arctan(q_2/p_2)θ2​=arctan(q2​/p2​)Phase in the XYXYXY plane
I3I_3I3​Center action 2I3=12(q32+p32)I_3 = \frac{1}{2}(q_3^2 + p_3^2)I3​=21​(q32​+p32​)Amplitude of motion in the ZZZ direction
θ3\theta_3θ3​Center angle 2θ3=arctan⁡(q3/p3)\theta_3 = \arctan(q_3/p_3)θ3​=arctan(q3​/p3​)Phase in the ZZZ direction

Why not convert q1,p1q_1, p_1q1​,p1​ to action-angle form?

Qiao et al. (2025) give two reasons:

  1. The angle variable definition for the saddle involves complex variables, with abstract physical meaning, making practical application inconvenient.
  2. The numerical values of q1,p1q_1, p_1q1​,p1​ themselves are sufficient to describe the spacecraft's degree of entry into the unstable/stable manifold (q1q_1q1​ growing exponentially indicates moving away along the unstable manifold, p1p_1p1​ decaying exponentially to zero indicates approaching along the stable manifold).

Equations of Motion on the Central Manifold

After introducing action-angle variables, the central manifold Hamiltonian is:

HCM=H2(I2,I3)+HN(I2,I3,θ2,θ3)H_{CM} = H_2(I_2, I_3) + H_N(I_2, I_3, \theta_2, \theta_3) HCM​=H2​(I2​,I3​)+HN​(I2​,I3​,θ2​,θ3​)

From this, the canonical equations are derived:

  • Action variation: I˙j={Ij,HCM}={Ij,HN}\dot{I}_j = \{I_j, H_{CM}\} = \{I_j, H_N\}I˙j​={Ij​,HCM​}={Ij​,HN​} (only higher-order terms contribute)
  • Angular velocity: θ˙j={θj,HCM}=ωj+{θj,HN}\dot{\theta}_j = \{\theta_j, H_{CM}\} = \omega_j + \{\theta_j, H_N\}θ˙j​={θj​,HCM​}=ωj​+{θj​,HN​} (linear part + higher-order perturbation)

This shows that under action-angle variables, the motion on the central manifold has a clear integrable structure (linear part) + perturbation correction.

Related Concepts

  • Central Manifold

  • Birkhoff-Gustavson Normal Form

  • Poincare Section

  • Circular Restricted Three-Body Problem (CR3BP)

  • Invariant Torus

  • Integrable System

References

  • Arnol'd V I. Mathematical methods of classical mechanics[M]. Springer, 1989.
  • Peterson L T, Scheeres D J. Local orbital elements for the circular restricted three-body problem[J]. J Guid Control Dyn, 2023, 46(12): 2275-2289.
  • Qiao C, Long X, Yang L, et al. Orbital parameter characterization and objects cataloging for Earth-Moon collinear libration points[J]. Chinese Journal of Aeronautics, 2025. doi: 10.1016/j.cja.2025.103869.
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Last Updated: 6/5/26, 11:01 AM
Contributors: ouyangjiahong, Hermes Agent, Cron Job, Ou Yang Jiahong
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