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Single-Chip Neural Network Modal Wavefront Reconstruction for Hartmann-Shack Wavefront Sensors

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Part of the book series: Springer Proceedings in Physics ((SPPHY,volume 102))

Summary

We describe existing concepts for CMOS3-based Hartmann-Shack wavefront sensors and propose the next step for a further miniaturization of adaptive optics by integrating the modal wavefront reconstruction on chip. In conventional Hartmann-Shack wavefront sensing a CCD4 camera is placed on the focal plane of a microlens array. The spot pattern in the focal plane is captured, analyzed by image processing and the wavefront is often decomposed into orthogonal modes, usually expressed in coe.cients of Zernike polynomials. The single-chip modal wavefront reconstructor would include all these processing steps in a single chip. We propose to use already existing CMOS-based wavefront sensor concepts and add a hardware arti.cial neural network for modal wavefront reconstruction.

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References

  1. D.W. de Lima Monteiro, G. Vdovin, P.M. Sarro: High-speed wavefront sensor compatible with standard CMOS technology. To be published in Sensors and Actuators A (2004)

    Google Scholar 

  2. D. Droste, J. Bille: An ASIC for Hartmann-Shack wavefront detection. IEEE J. Sol. State Circ. 37 (2002)

    Google Scholar 

  3. T. Nirmaier, G. Pudasaini, J. Bille: Very fast wavefront measurements at the human eye with a custom CMOS-based Hartmann-Shack sensor. Opt. Express 11, 2704 (2003), http: //www.opticsexpress.org/abstract.cfm?URI=OPEX-11-21-2704

    Article  ADS  Google Scholar 

  4. D.W. de Lima Monteiro, T. Nirmaier: CMOS technology in Hartmann-Shack wavefront sensing. In: U. Wittrock (ed.): Proceedings of the 4th International Workshop on Adaptive Optics for Industry and Medicine, October 19–24, 2003, Münster, Germany (Springer, Berlin Heidelberg 2005)

    Google Scholar 

  5. M. LLoyd-Hart, P. Wizinowich, B. McLeod, D. Wittman, D. Colucci, R. Dekany, D. McCarthy, J. Angel, D. Sandler: First results of an on-lineadaptive optics system with atmospheric wavefront sensing by an artificial neural network. Astrophys. J. 390, L41 (1992)

    Article  ADS  Google Scholar 

  6. G. Vdovin: Model of an adaptive optical system controlled by a neural network. Opt. Eng. 34(11), 3249 (1995)

    Article  ADS  Google Scholar 

  7. R. Brockie, M. Wells, P. Gallan, G. Aitken: Predictors in the servo-loop of an AO system. Adaptive Optical System Technologies, Kona, Hawaii 1998. SPIE 3353

    Google Scholar 

  8. D.G. Sandler, T.K. Barret, D.A. Palmer, R.Q. Fugate, W.J. Wild: Use of a neural network to control an adaptive optics system for an astronomical telescope. Nature 351, 300

    Google Scholar 

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© 2005 Springer-Verlag Berlin Heidelberg

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Nirmaier, T., Pudasaini, G., Diez, C.A., Bille, J., de Lima Monteiro, D. (2005). Single-Chip Neural Network Modal Wavefront Reconstruction for Hartmann-Shack Wavefront Sensors. In: Wittrock, U. (eds) Adaptive Optics for Industry and Medicine. Springer Proceedings in Physics, vol 102. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-28867-8_17

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