Van der Pol oscillator

Source: Wikipedia, the free encyclopedia.

In the study of

second-order differential equation
where x is the position
nonlinearity
and the strength of the damping.

van der Pol oscillator phase plot, with μ varying from 0.1 to 3.0. The green lines are the x-nullclines.
The same oscillator phase plot, but with Liénard transform.
The Van der Pol Oscillator simulated with the Brain Dynamics Toolbox[1]
Evolution of the limit cycle in the phase plane. The limit cycle begins as a circle and, with varying μ, becomes increasingly sharp. An example of a relaxation oscillator.

History

The Van der Pol oscillator was originally proposed by the Dutch

noise was heard,[5] which was later found to be the result of deterministic chaos.[6]

The Van der Pol equation has a long history of being used in both the

vocal fold oscillators.[10]

Two-dimensional form

Liénard's theorem
can be used to prove that the system has a limit cycle. Applying the Liénard transformation , where the dot indicates the time derivative, the Van der Pol oscillator can be written in its two-dimensional form:
[11]

.

Another commonly used form based on the transformation leads to:

.

Results for the unforced oscillator

Relaxation oscillation
in the Van der Pol oscillator without external forcing. The nonlinear damping parameter is equal to μ = 5.

[12]

  • When μ > 0, all initial conditions converge to a globally unique limit cycle. Near the origin the system is unstable, and far from the origin, the system is damped.
  • The Van der Pol oscillator does not have an exact, analytic solution.
    Lienard equation
    is a constant piece-wise function.
  • The period at small μ has serial expansion
    See Poincaré–Lindstedt method for a derivation to order 2. See chapter 10 of [14] for a derivation up to order 3, and [15] for a numerical derivation up to order 164.
  • For large μ, the behavior of the oscillator has a slow buildup, fast release cycle (a cycle of building up the tension and releasing the tension, thus a relaxation oscillation). This is most easily seen in the form
    In this form, the oscillator completes one cycle as follows:
    • Slowly ascending the right branch of the cubic curve from (2, –2/3) to (1, 2/3).
    • Rapidly moving to the left branch of the cubic curve, from (1, 2/3) to (–2, 2/3).
    • Repeat the two steps on the left branch.
  • The leading term in the period of the cycle is due to the slow ascending and descending, which can be computed as:
    Higher orders of the period of the cycle is
    where α ≈ 2.338 is the smallest root of Ai(–α) = 0, where Ai is the Airy function.(Section 9.7 [16]) ([17] contains a derivation, but has a misprint of 3α to 2α.)
  • The amplitude of the cycle is [18]

Hopf bifurcation

As μ moves from less than zero to more than zero, the spiral sink at origin becomes a spiral source, and a limit cycle appears "out of the blue" with radius two. This is because the transition is not generic: when ε = 0, both the differential equation becomes linear, and the origin becomes a circular node.

Knowing that in a Hopf bifurcation, the limit cycle should have size we may attempt to convert this to a Hopf bifurcation by using the change of variables which gives

This indeed is a Hopf bifurcation.[19]

Hamiltonian for Van der Pol oscillator

Randomly chosen initial conditions are attracted to a stable orbit.

One can also write a time-independent Hamiltonian formalism for the Van der Pol oscillator by augmenting it to a four-dimensional autonomous dynamical system using an auxiliary second-order nonlinear differential equation as follows:

Note that the dynamics of the original Van der Pol oscillator is not affected due to the one-way coupling between the time-evolutions of x and y variables. A Hamiltonian H for this system of equations can be shown to be[20]

where and are the conjugate momenta corresponding to x and y, respectively. This may, in principle, lead to quantization of the Van der Pol oscillator. Such a Hamiltonian also connects[21] the geometric phase of the limit cycle system having time dependent parameters with the Hannay angle of the corresponding Hamiltonian system.

Quantum oscillator

The quantum van der Pol oscillator, which is the

Lindblad equation to study its quantum dynamics and quantum synchronization.[22] Note the above Hamiltonian approach with an auxiliary second-order equation produces unbounded phase-space trajectories and hence cannot be used to quantize the van der Pol oscillator. In the limit of weak nonlinearity (i.e. μ→0) the van der Pol oscillator reduces to the Stuart–Landau equation. The Stuart–Landau equation in fact describes an entire class of limit-cycle oscillators in the weakly-nonlinear limit. The form of the classical Stuart–Landau equation is much simpler, and perhaps not surprisingly, can be quantized by a Lindblad equation which is also simpler than the Lindblad equation for the van der Pol oscillator. The quantum Stuart–Landau model has played an important role in the study of quantum synchronisation[23][24] (where it has often been called a van der Pol oscillator although it cannot be uniquely associated with the van der Pol oscillator). The relationship between the classical Stuart–Landau model (μ→0) and more general limit-cycle oscillators (arbitrary μ) has also been demonstrated numerically in the corresponding quantum models.[22]

Forced Van der Pol oscillator

Chaotic behaviour in the Van der Pol oscillator with sinusoidal forcing. The nonlinear damping parameter is equal to μ = 8.53, while the forcing has amplitude A = 1.2 and angular frequency ω = 2π/10.

The forced, or driven, Van der Pol oscillator takes the 'original' function and adds a driving function Asin(ωt) to give a differential equation of the form:

where A is the

displacement, of the wave function and ω is its angular velocity
.

Popular culture

mutual inductance M. In the serial RLC circuit there is a current i, and towards the triode anode ("plate") a current ia, while there is a voltage ug on the triode control grid. The Van der Pol oscillator is forced by an AC voltage source
Es.

Author

Gleick received a modern electronic Van der Pol oscillator from a reader in 1988.

See also

  • Mary Cartwright, British mathematician, one of the first to study the theory of deterministic chaos, particularly as applied to this oscillator.[28]

References

  1. ^ Heitmann, S., Breakspear, M (2017-2022) Brain Dynamics Toolbox. bdtoolbox.org doi.org/10.5281/zenodo.5625923
  2. ISSN 0024-6107
    .
  3. ^ B. van der Pol: "A theory of the amplitude of free and forced triode vibrations", Radio Review (later Wireless World) 1 701–710 (1920)
  4. ISSN 1941-5982
    .
  5. .
  6. ^ Kanamaru, T., "Van der Pol oscillator", Scholarpedia, 2(1), 2202, (2007).
  7. PMID 19431309
    .
  8. .
  9. .
  10. .
  11. ^ Kaplan, D. and Glass, L., Understanding Nonlinear Dynamics, Springer, 240–244, (1995).
  12. .
  13. .
  14. .
  15. .
  16. OCLC 851704808.{{cite book}}: CS1 maint: location missing publisher (link
    )
  17. .
  18. .
  19. OCLC 1112373147.{{cite book}}: CS1 maint: location missing publisher (link
    )
  20. .
  21. .
  22. ^ .
  23. .
  24. .
  25. , pp. 213–214.
  26. .
  27. ^ Colman, David (11 July 2011). "There's No Quiet Without Noise". New York Times. Retrieved 11 July 2011.
  28. ISSN 0024-6107
    .

External links