Feedback control optimisation of ESR experiments

TL;DR

This paper presents a fast, sample-specific optimization method for microwave pulses in ESR experiments, improving excitation efficiency and echo modulation depth without relying on complex quantum control simulations.

Contribution

It introduces a noise-resilient, gradient-free optimization approach for ESR pulse shaping that is simple, rapid, and effective for compensating instrument-induced distortions.

Findings

Shaped pulses outperform initial guesses in bandwidth and echo depth.

Optimization takes only a few seconds due to rapid relaxation.

Method effectively compensates for pulse distortions.

Abstract

Numerically optimised microwave pulses are used to increase excitation efficiency and modulation depth in electron spin resonance experiments performed on a spectrometer equipped with an arbitrary waveform generator. The optimisation procedure is sample-specific and reminiscent of the magnet shimming process used in the early days of nuclear magnetic resonance -- an objective function (for example, echo integral in a spin echo experiment) is defined and optimised numerically as a function of the pulse waveform vector using noise-resilient gradient-free methods. We found that the resulting shaped microwave pulses achieve higher excitation bandwidth and better echo modulation depth than the pulse shapes used as the initial guess. Although the method is theoretically less sophisticated than simulation based quantum optimal control techniques, it has the advantage of being free of the linear response approximation; rapid electron spin relaxation also means that the optimisation takes only a few seconds. This makes the procedure fast, convenient, and easy to use. An important application of this method is at the final stage of the implementation of theoretically designed pulse shapes: compensation of pulse distortions introduced by the instrument. The performance is illustrated using spin echo and out-of-phase electron spin echo envelope modulation experiments. Interface code between Bruker SpinJet arbitrary waveform generator and Matlab is included in versions 2.2 and later of the Spinach library.