Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 80 4 b ii Solution Created 2026-10-03 Updated 2026-10-14
Use the data norm. The coefficients of the measurement error are , so Parseval's identity givesAn unregularized continuation of these measurements to replaces by in the outgoing spherical harmonic expansion. Whenever this continuation has a finite trace, its error isChoose a measurement error supported on a single normalized spherical harmonic, with and all other coefficients zero. The data error has norm exactly , butThis perturbation theory is a finite expansion, so it defines an actual outgoing solution of the Helmholtz equation outside any sphere of positive radius. It is not merely an example of nonconvergent formal coefficients. Taking instead gives data errors tending to zero and trace errors of norm one, which directly proves discontinuity of inversion. General square-summable measurement noise can even violate the spherical far-field range condition, leaving no continuation to the chosen sphere.
For obstacle reconstruction one would continue the field toward the unknown boundary and look for a surface on which , the Dirichlet boundary condition. The unbounded spherical far-to-near-field continuation shows why small far-field errors can cause arbitrarily large errors in the field used to estimate that surface. Locally, a differentiable normal displacement of a candidate boundary must obey the linearized condition . Thus a large continued-field error, or a small normal derivative, defeats an uncontrolled boundary estimate.
There is a necessary qualification to the wording about errors in the scatterer itself. The calculation proves an unbounded field-continuation error. An arbitrary perturbed outgoing field need not correspond to any Dirichlet obstacle, and no admissible class or metric on obstacle shapes is specified. It therefore does not by itself prove an arbitrarily large geometric error in every constrained reconstruction method. Such a claim requires a shape model and an analysis of the boundary-extraction step. The instability displayed here is exactly the mechanism that an unregularized reconstruction must control.