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Signal processing
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==Application fields== [[File:Seismic Data Processing.jpg|thumb|Seismic signal processing]] * [[Audio signal processing]]{{spaced ndash}} for electrical signals representing sound, such as [[Speech signal processing|speech]] or music<ref>{{cite journal |last=Sarangi|first=Susanta |author2=Sahidullah, Md |author3=Saha, Goutam |title=Optimization of data-driven filterbank for automatic speaker verification |journal=Digital Signal Processing |date=September 2020 |volume=104 |page=102795 |doi= 10.1016/j.dsp.2020.102795|arxiv=2007.10729|bibcode=2020DSP...10402795S |s2cid=220665533 }}</ref> * [[Image processing]]{{spaced ndash}} in digital cameras, computers and various imaging systems * [[Video processing]]{{spaced ndash}} for interpreting moving pictures * [[Wireless communication]]{{spaced ndash}} waveform generations, demodulation, filtering, equalization * [[Control systems]] * [[Array processing]]{{spaced ndash}} for processing signals from arrays of sensors * [[Process control]]{{spaced ndash}} a variety of signals are used, including the industry standard [[4-20 mA current loop]] * [[Seismology]] * [[Feature extraction]], such as [[image understanding]], [[semantic audio]] and [[speech recognition]]. * Quality improvement, such as [[noise reduction]], [[image enhancement]], and [[echo cancellation]]. * Source coding including [[audio compression (data)|audio compression]], [[image compression]], and [[video compression]]. * [[Genomic]] signal processing<ref>{{cite journal|first1=D.|last1=Anastassiou|title=Genomic signal processing|journal=IEEE Signal Processing Magazine|volume=18|issue=4|pages=8β20|year=2001|publisher=IEEE|doi=10.1109/79.939833|bibcode=2001ISPM...18....8A }}</ref> * In [[geophysics]], signal processing is used to amplify the signal vs the noise within [[time-series]] measurements of geophysical data. Processing is conducted within the [[time domain]] or [[frequency domain]], or both.<ref>{{cite book |last1=Telford |first1=William Murray |last2=Geldart |first2=L. P. |first3=Robert E. |last3= Sheriff |title=Applied geophysics |year=1990 |publisher=[[Cambridge University Press]] |isbn=978-0-521-33938-4}}</ref><ref>{{cite book|last1=Reynolds |first1=John M. |title=An Introduction to Applied and Environmental Geophysics |year=2011 |publisher=[[Wiley-Blackwell]] |isbn=978-0-471-48535-3}}</ref> In communication systems, signal processing may occur at:{{cn|date=March 2025}} * OSI layer 1 in the seven-layer [[OSI model]], the [[physical layer]] ([[modulation]], [[Equalization (communications)|equalization]], [[multiplexing]], etc.); * OSI layer 2, the [[data link layer]] ([[forward error correction]]); * OSI layer 6, the [[presentation layer]] (source coding, including [[analog-to-digital conversion]] and [[data compression]]).
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