In-Field Recovery of RF Circuits from Wearout Based Performance Degradation
Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this paper, we present a meth...
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Veröffentlicht in: | IEEE transactions on emerging topics in computing 2020-04, Vol.8 (2), p.442-452 |
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description | Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this paper, we present a methodology for monitoring and recovering the performance of RF circuits in the field at little or no performance penalty. The proposed technique is based on two phases: During the design time, degradation profiles of the aged circuit are obtained through simulations. From these profiles, we identify reliability hotspots and focus on monitoring these components, and recovering from the effects of their aging. After deployment, an on-chip monitor circuit is periodically activated and its results are used to trigger the recovery mechanism if necessary. The recovery mechanism is designed to offset the degradation in the reliability hotspots to enhance the lifetime of the circuit. Lifetime is defined as the point where at least one specification of the circuit fails due to aging degradation. A Low noise amplifier (LNA) is fabricated as a case study to demonstrate that the lifetime can be enhanced by the proposed monitoring and recovery techniques. |
doi_str_mv | 10.1109/TETC.2017.2737320 |
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While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this paper, we present a methodology for monitoring and recovering the performance of RF circuits in the field at little or no performance penalty. The proposed technique is based on two phases: During the design time, degradation profiles of the aged circuit are obtained through simulations. From these profiles, we identify reliability hotspots and focus on monitoring these components, and recovering from the effects of their aging. After deployment, an on-chip monitor circuit is periodically activated and its results are used to trigger the recovery mechanism if necessary. The recovery mechanism is designed to offset the degradation in the reliability hotspots to enhance the lifetime of the circuit. Lifetime is defined as the point where at least one specification of the circuit fails due to aging degradation. A Low noise amplifier (LNA) is fabricated as a case study to demonstrate that the lifetime can be enhanced by the proposed monitoring and recovery techniques.</description><identifier>ISSN: 2168-6750</identifier><identifier>EISSN: 2168-6750</identifier><identifier>DOI: 10.1109/TETC.2017.2737320</identifier><identifier>CODEN: ITETBT</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Aging ; Analog circuits ; Catastrophic failure analysis ; Circuit design ; Circuit reliability ; Circuits ; Component reliability ; Degradation ; Hot-carrier injection (HCI) ; Human computer interaction ; in-field monitoring and recovery ; Integrated circuit modeling ; lifetime enhancement ; Low noise ; low-noise amplifier (LNA) ; Mean time to failure ; Monitoring ; Performance degradation ; Radio frequency ; Recovery ; Reliability ; RF reliability</subject><ispartof>IEEE transactions on emerging topics in computing, 2020-04, Vol.8 (2), p.442-452</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-7c431e1c3d42d2d9cabdf4691081a24a14d9e2196bc7e766f1c59131bf1326c73</citedby><cites>FETCH-LOGICAL-c336t-7c431e1c3d42d2d9cabdf4691081a24a14d9e2196bc7e766f1c59131bf1326c73</cites><orcidid>0000-0002-3187-7281 ; 0000-0002-3636-715X ; 0000-0003-2767-8789</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8003495$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27633,27924,27925,54758,54933</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8003495$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Chang, Doohwang</creatorcontrib><creatorcontrib>Kitchen, Jennifer N.</creatorcontrib><creatorcontrib>Kiaei, Sayfe</creatorcontrib><creatorcontrib>Ozev, Sule</creatorcontrib><title>In-Field Recovery of RF Circuits from Wearout Based Performance Degradation</title><title>IEEE transactions on emerging topics in computing</title><addtitle>TETC</addtitle><description>Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this paper, we present a methodology for monitoring and recovering the performance of RF circuits in the field at little or no performance penalty. The proposed technique is based on two phases: During the design time, degradation profiles of the aged circuit are obtained through simulations. From these profiles, we identify reliability hotspots and focus on monitoring these components, and recovering from the effects of their aging. After deployment, an on-chip monitor circuit is periodically activated and its results are used to trigger the recovery mechanism if necessary. The recovery mechanism is designed to offset the degradation in the reliability hotspots to enhance the lifetime of the circuit. Lifetime is defined as the point where at least one specification of the circuit fails due to aging degradation. A Low noise amplifier (LNA) is fabricated as a case study to demonstrate that the lifetime can be enhanced by the proposed monitoring and recovery techniques.</description><subject>Aging</subject><subject>Analog circuits</subject><subject>Catastrophic failure analysis</subject><subject>Circuit design</subject><subject>Circuit reliability</subject><subject>Circuits</subject><subject>Component reliability</subject><subject>Degradation</subject><subject>Hot-carrier injection (HCI)</subject><subject>Human computer interaction</subject><subject>in-field monitoring and recovery</subject><subject>Integrated circuit modeling</subject><subject>lifetime enhancement</subject><subject>Low noise</subject><subject>low-noise amplifier (LNA)</subject><subject>Mean time to failure</subject><subject>Monitoring</subject><subject>Performance degradation</subject><subject>Radio frequency</subject><subject>Recovery</subject><subject>Reliability</subject><subject>RF reliability</subject><issn>2168-6750</issn><issn>2168-6750</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkEFLAzEQhYMoWGp_gHgJeN6aSXaT5qjVarGglIrHkCYT2dJuarIV-u_d0iLO5c3hvZnHR8g1sCEA03eLp8V4yBmoIVdCCc7OSI-DHBVSVez8335JBjmvWDcjkFqqHnmdNsWkxrWnc3TxB9OexkDnEzquk9vVbaYhxQ39RJvirqUPNqOn75hCTBvbOKSP-JWst20dmytyEew64-CkffIx6Zq9FLO35-n4flY4IWRbKFcKQHDCl9xzr51d-lBKDV0py0sLpdfIQculU6ikDOAqDQKWAQSXTok-uT3e3ab4vcPcmlXcpaZ7aXgJrAKplOxccHS5FHNOGMw21Rub9gaYOWAzB2zmgM2csHWZm2OmRsQ__4gxUepK_AKTWmcg</recordid><startdate>20200401</startdate><enddate>20200401</enddate><creator>Chang, Doohwang</creator><creator>Kitchen, Jennifer N.</creator><creator>Kiaei, Sayfe</creator><creator>Ozev, Sule</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Aging Analog circuits Catastrophic failure analysis Circuit design Circuit reliability Circuits Component reliability Degradation Hot-carrier injection (HCI) Human computer interaction in-field monitoring and recovery Integrated circuit modeling lifetime enhancement Low noise low-noise amplifier (LNA) Mean time to failure Monitoring Performance degradation Radio frequency Recovery Reliability RF reliability |
title | In-Field Recovery of RF Circuits from Wearout Based Performance Degradation |
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