An improved adaptive signal averaging technique for noise reduction and tracking enhancements in continuous wave magnetic resonance
Brian R. Manning, Corey J. Cochrane, Patrick M. Lenahan
Abstract
We have significantly refined an adaptive signal averaging approach developed primarily for continuous wave electron paramagnetic resonance and electrically detected magnetic resonance measurements. This refinement overcomes several limitations and greatly simplifies the earlier approach. The new technique provides a large improvement in tracking and numerical stability and also features fewer adjustable parameters making this approach more user intuitive.
Topics & Concepts
Tracking (education)SIGNAL (programming language)Reduction (mathematics)Continuous waveNoise (video)Computer scienceNoise reductionStability (learning theory)Resonance (particle physics)Signal averagingAcousticsMagnetic resonance imagingStochastic resonanceSignal-to-noise ratio (imaging)PhysicsNuclear magnetic resonanceAlgorithmOpticsArtificial intelligenceMathematicsAtomic physicsTelecommunicationsMachine learningProgramming languageTransmission (telecommunications)Signal transfer functionLaserImage (mathematics)GeometryPedagogyAnalog signalMedicineRadiologyPsychologyElectron Spin Resonance StudiesAdvanced MRI Techniques and Applications