Approximate reconstruction of bandlimited functions for the integrate and fire sampler

In this paper we study the reconstruction of a bandlimited signal from samples generated by the integrate and fire model. This sampler allows us to trade complexity in the reconstruction algorithms for simple hardware implementations, and is specially convenient in situations where the sampling devi...

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Detalles Bibliográficos
Autor principal: Romero, José Luis
Publicado: 2012
Materias:
Bandlimited function
Integrate and fire
Non-uniform sampling
Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_10197168_v36_n1_p67_Feichtinger
http://hdl.handle.net/20.500.12110/paper_10197168_v36_n1_p67_Feichtinger
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires
id paper:paper_10197168_v36_n1_p67_Feichtinger
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spelling paper:paper_10197168_v36_n1_p67_Feichtinger2023-06-08T15:59:54Z Approximate reconstruction of bandlimited functions for the integrate and fire sampler Romero, José Luis Bandlimited function Integrate and fire Non-uniform sampling In this paper we study the reconstruction of a bandlimited signal from samples generated by the integrate and fire model. This sampler allows us to trade complexity in the reconstruction algorithms for simple hardware implementations, and is specially convenient in situations where the sampling device is limited in terms of power, area and bandwidth. Although perfect reconstruction for this sampler is impossible, we give a general approximate reconstruction procedure and bound the corresponding error. We also show the performance of the proposed algorithm through numerical simulations. © 2011 Springer Science+Business Media, LLC. Fil:Romero, J.L. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2012 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_10197168_v36_n1_p67_Feichtinger http://hdl.handle.net/20.500.12110/paper_10197168_v36_n1_p67_Feichtinger
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-134
collection Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic Bandlimited function
Integrate and fire
Non-uniform sampling
spellingShingle Bandlimited function
Integrate and fire
Non-uniform sampling
Romero, José Luis
Approximate reconstruction of bandlimited functions for the integrate and fire sampler
topic_facet Bandlimited function
Integrate and fire
Non-uniform sampling
description In this paper we study the reconstruction of a bandlimited signal from samples generated by the integrate and fire model. This sampler allows us to trade complexity in the reconstruction algorithms for simple hardware implementations, and is specially convenient in situations where the sampling device is limited in terms of power, area and bandwidth. Although perfect reconstruction for this sampler is impossible, we give a general approximate reconstruction procedure and bound the corresponding error. We also show the performance of the proposed algorithm through numerical simulations. © 2011 Springer Science+Business Media, LLC.
author Romero, José Luis
author_facet Romero, José Luis
author_sort Romero, José Luis
title Approximate reconstruction of bandlimited functions for the integrate and fire sampler
title_short Approximate reconstruction of bandlimited functions for the integrate and fire sampler
title_full Approximate reconstruction of bandlimited functions for the integrate and fire sampler
title_fullStr Approximate reconstruction of bandlimited functions for the integrate and fire sampler
title_full_unstemmed Approximate reconstruction of bandlimited functions for the integrate and fire sampler
title_sort approximate reconstruction of bandlimited functions for the integrate and fire sampler
publishDate 2012
url https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_10197168_v36_n1_p67_Feichtinger
http://hdl.handle.net/20.500.12110/paper_10197168_v36_n1_p67_Feichtinger
work_keys_str_mv AT romerojoseluis approximatereconstructionofbandlimitedfunctionsfortheintegrateandfiresampler
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