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Bibliographic Details
Main Author:	Smith, Steven W. (Author)
Format:	Book
Language:	English
Published:	San Diego, Calif. California Technical Publishing 1997
Edition:	1. ed.
Subjects:	Signal processing > Digital techniques Digitale Signalverarbeitung
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008647718&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XIV, 626 S. graph. Darst.
ISBN:	9780966017632

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Record in the Search Index

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adam_text	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spellingShingle	Smith, Steven W. The scientist and engineer's guide to digital signal processing Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd
subject_GND	(DE-588)4113314-6
title	The scientist and engineer's guide to digital signal processing
title_alt	Digital signal processing
title_auth	The scientist and engineer's guide to digital signal processing
title_exact_search	The scientist and engineer's guide to digital signal processing
title_full	The scientist and engineer's guide to digital signal processing by Steven W. Smith
title_fullStr	The scientist and engineer's guide to digital signal processing by Steven W. Smith
title_full_unstemmed	The scientist and engineer's guide to digital signal processing by Steven W. Smith
title_short	The scientist and engineer's guide to digital signal processing
title_sort	the scientist and engineer s guide to digital signal processing
topic	Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd
topic_facet	Signal processing Digital techniques Digitale Signalverarbeitung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008647718&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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