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Harmonic functions of planar Brownian motion
Example
Assume the Axiom of Choice and the standing hypothesis (H) of Elementary predictable Brownian integrands. Equip planar Brownian motion with its usual augmented natural filtration and use its everywhere-continuous, zero-start normalization (which changes it only on an -null event). Then the processes are continuous local martingales, and after stopping at the first exit from any origin-centred disc they become true square-integrable martingales.
Facts & Assumptions
Given: AC, (H), planar Brownian motion under the usual conditions, the functions and , a radius and the exit time . Natural and usual augmented Brownian filtrations
Space-time harmonic functions. If is open, has on , and , then stopped at the first exit of a compact subdomain containing is a true square-integrable martingale, and on the stochastic interval up to the exit of the process is a continuous local martingale. Space-time harmonic functions yield Brownian local martingales up to exit lifetime -dimensional Brownian motion
Harmonicity. For one has , so ; for one has and , so ; both are on and time-independent, hence satisfy on . The spaces and
Bounded gradients on bounded domains. On the disc the gradients and are bounded by and respectively, so the stopped integrands in the localization of [F1] have finite energy and the stopped integrals are true square-integrable martingales. Space-time harmonic functions yield Brownian local martingales up to exit lifetime Locally square-integrable predictable Brownian integrands The Ito integral process has a continuous martingale version Ito isometry and linearity in predictable L2
AC bookkeeping. Full AC supplies the inherited Brownian construction, conditional-expectation and completeness interfaces, as well as the choice assumptions of the space-time harmonic theorem. The Axiom of Choice
Verification
The two functions are space-time harmonic: by [F2] both have vanishing Laplacian and no time dependence, so the lifetime-local assertion [F1] applies with the relatively open set , whose lifetime is infinity. Hence and are continuous local martingales.
Time-capped stopping: fix and for each integer set . This is a compact subset of containing in its relative interior; the exit time in [F1] is exactly . The harmonic theorem makes this a stopping time and supplies its stopped integral identity and square-integrable martingale. Also whenever , so is a stopping time. Given any finite horizon , choose an integer ; then for every . Thus the compact-stopped process and integral from [F1] coincide with the disc-stopped ones throughout that horizon. This proves the disc-stopped martingale property for every pair of finite times without treating a spatial disc as compact space-time.
Explicit form of the stopped integrals: from [F1] and the stopping identity, On each finite horizon the integrands agree with the bounded predictable compact-stopped integrands from step 2.1, including the endpoint indicator; their squared Euclidean norms are bounded by and . Thus each scalar component has finite expected energy and the finite sums are square-integrable martingales. The identities hold up to indistinguishability: intersect the probability-one identities for integer horizons.
Boundary and consistency cases: at both processes start at ; as integer , every continuous path is bounded on each compact time interval, so and the stopped processes eventually equal the unstopped ones on that interval; the proof here asserts square-integrability after disc stopping using bounded gradients; unboundedness on the plane alone is not an obstruction to a true martingale, and no such obstruction is claimed; for starting at the origin the disc contains the starting point for every ; and AC enters only through [F4].
Source notes
Lawler, Section 3.7, records these planar examples of harmonic functions of Brownian motion; the disc-stopped statement follows from its compact space-time version through the explicit time caps of step 2.1 and the displayed bounded gradients.
Depends on
- Space-time harmonic functions yield Brownian local martingales up to exit lifetime
- $d$-dimensional Brownian motion
- Brownian motion
- Natural and usual augmented Brownian filtrations
- The spaces $C_c(\mathbb{R}^n)$ and $C_c^\infty(\mathbb{R}^n)$
- Continuous-time stopping times and stopped sigma-algebras
- Continuous-time adapted processes and martingales
- Locally square-integrable predictable Brownian integrands
- Localized Ito integral
- Stopping an Ito integral
- The Ito integral process has a continuous martingale version
- Ito isometry and linearity in predictable L2
- A compact set inside a bounded open set admits an explicit compactly supported continuous cutoff
- Continuity of $f : A \to \mathbb{R}$ at a point of $A$ and on $A$: the $\varepsilon$-$\delta$ condition, its agreement with $\lim_{x \to c} f(x) = f(c)$ at a limit point, and continuity at an isolated point
- The Axiom of Choice
- AC supplies countable selections and prescribed serial paths
- Elementary predictable Brownian integrands
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Sources
- Gregory F. Lawler, Stochastic Calculus: An Introduction with Applications, Section 3.7 (standard reference, not scraped)