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A Model-Based Approach Digital Pre-Distortion Method for Current-Steering Digital-to-Analog Converters
This paper presents a novel static digital pre-distortion (DPD) method for a current-steering digital-to-analog converter (CS-DAC). The proposed method utilizes the knowledge of the current cell array architecture to calculate the static mismatch currents of the cells. The mismatch values are stored...
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Published in: | IEEE transactions on circuits and systems. I, Regular papers Regular papers, 2022-11, Vol.69 (11), p.4583-4595 |
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creator | Valet, Patrick Schwingshackl, David Gaier, Ulrich Tonello, Andrea M. |
description | This paper presents a novel static digital pre-distortion (DPD) method for a current-steering digital-to-analog converter (CS-DAC). The proposed method utilizes the knowledge of the current cell array architecture to calculate the static mismatch currents of the cells. The mismatch values are stored in memory and added to the original input code to generate the new pre-distorted input word. The converter corrects the static error with its own current cells without incorporating an additional calibration DAC (CALDAC) or programmable current sources. This results in a reduction in area, power and simulation run times because of the simpler circuit design. An Overflow-Cell-Selection (OCS) is introduced as a novel solution to further enhance the static linearity of the converter. It also can be implemented as a software solution for already existing DAC designs which do not have an integrated DPD and lab/measurement equipment (e.g., arbitrary wave generator (AWG)). This poses as a strong differentiation factor compared to other state-of-the-art static DPD methods. The evaluation of the proposed DPD is done via simulations in MATLAB and on- chip measurements with a 14-bit CS-DAC in 16 nm. Single tone measurements show a performance gain of the total harmonic distortion (THD) of 12 dB. |
doi_str_mv | 10.1109/TCSI.2022.3198233 |
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The proposed method utilizes the knowledge of the current cell array architecture to calculate the static mismatch currents of the cells. The mismatch values are stored in memory and added to the original input code to generate the new pre-distorted input word. The converter corrects the static error with its own current cells without incorporating an additional calibration DAC (CALDAC) or programmable current sources. This results in a reduction in area, power and simulation run times because of the simpler circuit design. An Overflow-Cell-Selection (OCS) is introduced as a novel solution to further enhance the static linearity of the converter. It also can be implemented as a software solution for already existing DAC designs which do not have an integrated DPD and lab/measurement equipment (e.g., arbitrary wave generator (AWG)). This poses as a strong differentiation factor compared to other state-of-the-art static DPD methods. The evaluation of the proposed DPD is done via simulations in MATLAB and on- chip measurements with a 14-bit CS-DAC in 16 nm. Single tone measurements show a performance gain of the total harmonic distortion (THD) of 12 dB.</description><identifier>ISSN: 1549-8328</identifier><identifier>EISSN: 1558-0806</identifier><identifier>DOI: 10.1109/TCSI.2022.3198233</identifier><identifier>CODEN: ITCSCH</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Calibration ; Circuit design ; Codes ; Computer architecture ; Current sources ; current-steering ; DAC ; Digital pre-distortion ; Digital to analog converters ; digital-analog conversion ; Error correction ; Harmonic distortion ; Integrated circuit modeling ; Mathematical models ; MATLAB ; Microprocessors ; Programmable current sources ; signal processing ; Steering ; Switches</subject><ispartof>IEEE transactions on circuits and systems. I, Regular papers, 2022-11, Vol.69 (11), p.4583-4595</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c256t-8b782291a6d64b1fea526163bf23cee6018578855b2b204cdf3a3a885590aeb63</citedby><cites>FETCH-LOGICAL-c256t-8b782291a6d64b1fea526163bf23cee6018578855b2b204cdf3a3a885590aeb63</cites><orcidid>0000-0002-9873-2407 ; 0000-0003-2189-697X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9863633$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Valet, Patrick</creatorcontrib><creatorcontrib>Schwingshackl, David</creatorcontrib><creatorcontrib>Gaier, Ulrich</creatorcontrib><creatorcontrib>Tonello, Andrea M.</creatorcontrib><title>A Model-Based Approach Digital Pre-Distortion Method for Current-Steering Digital-to-Analog Converters</title><title>IEEE transactions on circuits and systems. I, Regular papers</title><addtitle>TCSI</addtitle><description>This paper presents a novel static digital pre-distortion (DPD) method for a current-steering digital-to-analog converter (CS-DAC). The proposed method utilizes the knowledge of the current cell array architecture to calculate the static mismatch currents of the cells. The mismatch values are stored in memory and added to the original input code to generate the new pre-distorted input word. The converter corrects the static error with its own current cells without incorporating an additional calibration DAC (CALDAC) or programmable current sources. This results in a reduction in area, power and simulation run times because of the simpler circuit design. An Overflow-Cell-Selection (OCS) is introduced as a novel solution to further enhance the static linearity of the converter. It also can be implemented as a software solution for already existing DAC designs which do not have an integrated DPD and lab/measurement equipment (e.g., arbitrary wave generator (AWG)). This poses as a strong differentiation factor compared to other state-of-the-art static DPD methods. The evaluation of the proposed DPD is done via simulations in MATLAB and on- chip measurements with a 14-bit CS-DAC in 16 nm. Single tone measurements show a performance gain of the total harmonic distortion (THD) of 12 dB.</description><subject>Calibration</subject><subject>Circuit design</subject><subject>Codes</subject><subject>Computer architecture</subject><subject>Current sources</subject><subject>current-steering</subject><subject>DAC</subject><subject>Digital pre-distortion</subject><subject>Digital to analog converters</subject><subject>digital-analog conversion</subject><subject>Error correction</subject><subject>Harmonic distortion</subject><subject>Integrated circuit modeling</subject><subject>Mathematical models</subject><subject>MATLAB</subject><subject>Microprocessors</subject><subject>Programmable current sources</subject><subject>signal processing</subject><subject>Steering</subject><subject>Switches</subject><issn>1549-8328</issn><issn>1558-0806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNo9kN9LwzAQx4soOKd_gPgS8DkzubRZ-lg7fww2FDafQ9pet47azCQT_O9t2fQpR-77Oe4-UXTL2YRzlj6s89V8AgxgIniqQIizaMSTRFGmmDwf6jilSoC6jK683zEGKRN8FNUZWdoKW_poPFYk2--dNeWWzJpNE0xL3h3SWeODdaGxHVli2NqK1NaR_OAcdoGuAqJrus0fQoOlWWdauyG57b7RBXT-OrqoTevx5vSOo4_np3X-ShdvL_M8W9ASEhmoKqYKIOVGVjIueI0mAcmlKGoQJaJkXCVTpZKkgAJYXFa1MMIMHykzWEgxju6Pc_szvg7og97Zg-u38Rqm0MNMxtCn-DFVOuu9w1rvXfNp3I_mTA869aBTDzr1SWfP3B2ZBhH_86mSQvbdXyA0cIw</recordid><startdate>20221101</startdate><enddate>20221101</enddate><creator>Valet, Patrick</creator><creator>Schwingshackl, David</creator><creator>Gaier, Ulrich</creator><creator>Tonello, Andrea M.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-9873-2407</orcidid><orcidid>https://orcid.org/0000-0003-2189-697X</orcidid></search><sort><creationdate>20221101</creationdate><title>A Model-Based Approach Digital Pre-Distortion Method for Current-Steering Digital-to-Analog Converters</title><author>Valet, Patrick ; Schwingshackl, David ; Gaier, Ulrich ; Tonello, Andrea M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c256t-8b782291a6d64b1fea526163bf23cee6018578855b2b204cdf3a3a885590aeb63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Calibration</topic><topic>Circuit design</topic><topic>Codes</topic><topic>Computer architecture</topic><topic>Current sources</topic><topic>current-steering</topic><topic>DAC</topic><topic>Digital pre-distortion</topic><topic>Digital to analog converters</topic><topic>digital-analog conversion</topic><topic>Error correction</topic><topic>Harmonic distortion</topic><topic>Integrated circuit modeling</topic><topic>Mathematical models</topic><topic>MATLAB</topic><topic>Microprocessors</topic><topic>Programmable current sources</topic><topic>signal processing</topic><topic>Steering</topic><topic>Switches</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Valet, Patrick</creatorcontrib><creatorcontrib>Schwingshackl, David</creatorcontrib><creatorcontrib>Gaier, Ulrich</creatorcontrib><creatorcontrib>Tonello, Andrea M.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Xplore (Online service)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on circuits and systems. I, Regular papers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Valet, Patrick</au><au>Schwingshackl, David</au><au>Gaier, Ulrich</au><au>Tonello, Andrea M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Model-Based Approach Digital Pre-Distortion Method for Current-Steering Digital-to-Analog Converters</atitle><jtitle>IEEE transactions on circuits and systems. I, Regular papers</jtitle><stitle>TCSI</stitle><date>2022-11-01</date><risdate>2022</risdate><volume>69</volume><issue>11</issue><spage>4583</spage><epage>4595</epage><pages>4583-4595</pages><issn>1549-8328</issn><eissn>1558-0806</eissn><coden>ITCSCH</coden><abstract>This paper presents a novel static digital pre-distortion (DPD) method for a current-steering digital-to-analog converter (CS-DAC). The proposed method utilizes the knowledge of the current cell array architecture to calculate the static mismatch currents of the cells. The mismatch values are stored in memory and added to the original input code to generate the new pre-distorted input word. The converter corrects the static error with its own current cells without incorporating an additional calibration DAC (CALDAC) or programmable current sources. This results in a reduction in area, power and simulation run times because of the simpler circuit design. An Overflow-Cell-Selection (OCS) is introduced as a novel solution to further enhance the static linearity of the converter. It also can be implemented as a software solution for already existing DAC designs which do not have an integrated DPD and lab/measurement equipment (e.g., arbitrary wave generator (AWG)). This poses as a strong differentiation factor compared to other state-of-the-art static DPD methods. The evaluation of the proposed DPD is done via simulations in MATLAB and on- chip measurements with a 14-bit CS-DAC in 16 nm. Single tone measurements show a performance gain of the total harmonic distortion (THD) of 12 dB.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCSI.2022.3198233</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-9873-2407</orcidid><orcidid>https://orcid.org/0000-0003-2189-697X</orcidid></addata></record> |
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subjects | Calibration Circuit design Codes Computer architecture Current sources current-steering DAC Digital pre-distortion Digital to analog converters digital-analog conversion Error correction Harmonic distortion Integrated circuit modeling Mathematical models MATLAB Microprocessors Programmable current sources signal processing Steering Switches |
title | A Model-Based Approach Digital Pre-Distortion Method for Current-Steering Digital-to-Analog Converters |
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