Efficient compression and handling of current source model library waveforms
This paper describes a waveform compression technique suitable for the efficient utilization, storage and interchange of the emerging current source model (CSM) based cell libraries. The technique is based on pre-processing of a collection of voltage/current waveforms for the cells in the library an...
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creator | Hatami, S. Feldmann, P. Abbaspour, S. Pedram, M. |
description | This paper describes a waveform compression technique suitable for the efficient utilization, storage and interchange of the emerging current source model (CSM) based cell libraries. The technique is based on pre-processing of a collection of voltage/current waveforms for the cells in the library and then, constructing an orthogonal time-voltage/time-current waveform basis using singular-value decomposition. Compression is achieved by representing all waveforms as linear combination coefficients of adaptive subset of the basis waveforms. Experimental results indicate that adaptive waveform representation results in higher compression ratios than the waveform representation as a function of fixed set of basis functions. Interpolation and further compression are obtained by representing the coefficients as simple functions of various parameters, e.g., input slew, load capacitance, supply voltage, and temperature. The methods introduced in this paper are tested and validated on several industrial strength libraries, with spectacular compression results. |
doi_str_mv | 10.1109/DATE.2009.5090841 |
format | Conference Proceeding |
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The technique is based on pre-processing of a collection of voltage/current waveforms for the cells in the library and then, constructing an orthogonal time-voltage/time-current waveform basis using singular-value decomposition. Compression is achieved by representing all waveforms as linear combination coefficients of adaptive subset of the basis waveforms. Experimental results indicate that adaptive waveform representation results in higher compression ratios than the waveform representation as a function of fixed set of basis functions. Interpolation and further compression are obtained by representing the coefficients as simple functions of various parameters, e.g., input slew, load capacitance, supply voltage, and temperature. 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The methods introduced in this paper are tested and validated on several industrial strength libraries, with spectacular compression results.</description><subject>Adaptive Data Compression</subject><subject>Capacitance</subject><subject>CMOS technology</subject><subject>Current Source Model</subject><subject>Interpolation</subject><subject>Libraries</subject><subject>Parameterization</subject><subject>Power system modeling</subject><subject>Pre-processing</subject><subject>Principal Component</subject><subject>Semiconductor device modeling</subject><subject>Space technology</subject><subject>Temperature</subject><subject>Timing</subject><subject>Voltage</subject><issn>1530-1591</issn><issn>1558-1101</issn><isbn>9781424437818</isbn><isbn>1424437814</isbn><isbn>9783981080155</isbn><isbn>3981080157</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotkMlOAzEQRM0mASEfgLj4ByZ0j8ex-xiFsEiRuIRzNHbaYDRLZCcg_p4J5FJ1qKdSqYS4RZggAt0_zFaLSQlAEw0EtsITMSZjFVkEC6j1qbga1BYDjWd_GVZlVanB7fkhU1CgJrwU1zl_AoBWJV2J5SKE6CN3O-n7dps459h3su428mOQJnbvsg_S71M6MLnfJ8-y7TfcyCa6VKcf-V1_cehTm2_ERaibzOOjj8Tb42I1fy6Wr08v89myiCXaXUHGKGTnCBwZJuMNBK08aK6DV25aTYOxbuNLdiUhsdfoCYwhDto79Gok7v57IzOvtym2w4z18Rj1C-TtU8E</recordid><startdate>20090101</startdate><enddate>20090101</enddate><creator>Hatami, S.</creator><creator>Feldmann, P.</creator><creator>Abbaspour, S.</creator><creator>Pedram, M.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>20090101</creationdate><title>Efficient compression and handling of current source model library waveforms</title><author>Hatami, S. ; Feldmann, P. ; Abbaspour, S. ; Pedram, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i218t-97731ebb90b97e97c70f53c05eafc3b646f78bdc2eb2919ec51c90779ef5cb1c3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Adaptive Data Compression</topic><topic>Capacitance</topic><topic>CMOS technology</topic><topic>Current Source Model</topic><topic>Interpolation</topic><topic>Libraries</topic><topic>Parameterization</topic><topic>Power system modeling</topic><topic>Pre-processing</topic><topic>Principal Component</topic><topic>Semiconductor device modeling</topic><topic>Space technology</topic><topic>Temperature</topic><topic>Timing</topic><topic>Voltage</topic><toplevel>online_resources</toplevel><creatorcontrib>Hatami, S.</creatorcontrib><creatorcontrib>Feldmann, P.</creatorcontrib><creatorcontrib>Abbaspour, S.</creatorcontrib><creatorcontrib>Pedram, M.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hatami, S.</au><au>Feldmann, P.</au><au>Abbaspour, S.</au><au>Pedram, M.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Efficient compression and handling of current source model library waveforms</atitle><btitle>2009 Design, Automation & Test in Europe Conference & Exhibition</btitle><stitle>DATE</stitle><date>2009-01-01</date><risdate>2009</risdate><spage>1178</spage><epage>1183</epage><pages>1178-1183</pages><issn>1530-1591</issn><eissn>1558-1101</eissn><isbn>9781424437818</isbn><isbn>1424437814</isbn><eisbn>9783981080155</eisbn><eisbn>3981080157</eisbn><abstract>This paper describes a waveform compression technique suitable for the efficient utilization, storage and interchange of the emerging current source model (CSM) based cell libraries. The technique is based on pre-processing of a collection of voltage/current waveforms for the cells in the library and then, constructing an orthogonal time-voltage/time-current waveform basis using singular-value decomposition. Compression is achieved by representing all waveforms as linear combination coefficients of adaptive subset of the basis waveforms. Experimental results indicate that adaptive waveform representation results in higher compression ratios than the waveform representation as a function of fixed set of basis functions. Interpolation and further compression are obtained by representing the coefficients as simple functions of various parameters, e.g., input slew, load capacitance, supply voltage, and temperature. 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subjects | Adaptive Data Compression Capacitance CMOS technology Current Source Model Interpolation Libraries Parameterization Power system modeling Pre-processing Principal Component Semiconductor device modeling Space technology Temperature Timing Voltage |
title | Efficient compression and handling of current source model library waveforms |
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