A 2.3-mW, 5-Gb/s Low-Power Decision-Feedback Equalizer Receiver Front-End and its Two-Step, Minimum Bit-Error-Rate Adaptation Algorithm
This paper presents a low-power decision-feedback equalizer (DFE) receiver front-end and a two-step minimum bit-error-rate (BER) adaptation algorithm. A high energy efficiency of 0.46 mW/Gbps is made possible by the combination of a direct-feedback finite-impulse-response (FIR) DFE, an infinite-impu...
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Veröffentlicht in: | IEEE journal of solid-state circuits 2013-11, Vol.48 (11), p.2693-2704 |
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creator | Seuk Son Han-Seok Kim Myeong-Jae Park Kyunghoon Kim E-Hung Chen Leibowitz, Brian Jaeha Kim |
description | This paper presents a low-power decision-feedback equalizer (DFE) receiver front-end and a two-step minimum bit-error-rate (BER) adaptation algorithm. A high energy efficiency of 0.46 mW/Gbps is made possible by the combination of a direct-feedback finite-impulse-response (FIR) DFE, an infinite-impulse-response (IIR) DFE, and a clock-and-data recovery (CDR) circuit with adjustable timing offsets. Based on this architecture, the power-hungry stages used in prior DFE receivers such as the continuous-time linear equalizer (CTLE), the current-mode summing circuit for a multitap DFE, and the fast selection logic for a loop-unrolling DFE can all be removed. A two-step adaptation algorithm that finds the equalizer coefficients minimizing the BER is described. First, an extra data sampler with adjustable voltage and timing offsets measures the single-bit response (SBR) of the channel and coarsely tunes the initial coefficient values in the foreground. Next, the same circuit measures the eye-opening and bit-error rates and fine tunes the coefficients in background using a stochastic hill-climbing algorithm. A prototype DFE receiver fabricated in a 65-nm LP/RF CMOS dissipates 2.3 mW and demonstrates measured eye-opening values of 174 mV pp and 0.66 UIpp while operating at 5 Gb/s with a -15-dB loss channel. |
doi_str_mv | 10.1109/JSSC.2013.2274904 |
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A high energy efficiency of 0.46 mW/Gbps is made possible by the combination of a direct-feedback finite-impulse-response (FIR) DFE, an infinite-impulse-response (IIR) DFE, and a clock-and-data recovery (CDR) circuit with adjustable timing offsets. Based on this architecture, the power-hungry stages used in prior DFE receivers such as the continuous-time linear equalizer (CTLE), the current-mode summing circuit for a multitap DFE, and the fast selection logic for a loop-unrolling DFE can all be removed. A two-step adaptation algorithm that finds the equalizer coefficients minimizing the BER is described. First, an extra data sampler with adjustable voltage and timing offsets measures the single-bit response (SBR) of the channel and coarsely tunes the initial coefficient values in the foreground. Next, the same circuit measures the eye-opening and bit-error rates and fine tunes the coefficients in background using a stochastic hill-climbing algorithm. A prototype DFE receiver fabricated in a 65-nm LP/RF CMOS dissipates 2.3 mW and demonstrates measured eye-opening values of 174 mV pp and 0.66 UIpp while operating at 5 Gb/s with a -15-dB loss channel.</description><identifier>ISSN: 0018-9200</identifier><identifier>EISSN: 1558-173X</identifier><identifier>DOI: 10.1109/JSSC.2013.2274904</identifier><identifier>CODEN: IJSCBC</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Applied sciences ; Bit error rate ; Circuit properties ; Clocks ; Decision feedback equalizers ; Decision-feedback equalizer (DFE) ; direct-feedback equalizer finite-impulse-response (FIR) DFE ; Electric, optical and optoelectronic circuits ; Electronic circuits ; Electronic equipment and fabrication. Passive components, printed wiring boards, connectics ; Electronics ; Exact sciences and technology ; Finite impulse response filters ; Frequency filters ; Hardware ; infinite-impulse-response (IIR) DFE ; Input-output equipment ; Microwave circuits, microwave integrated circuits, microwave transmission lines, submillimeter wave circuits ; Receivers ; stochastic hill-climbing algorithm ; Timing</subject><ispartof>IEEE journal of solid-state circuits, 2013-11, Vol.48 (11), p.2693-2704</ispartof><rights>2014 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-515141aecd1717851bfa59581abb1fe504652e6e2a0744360130e7ea3f640c3f3</citedby><cites>FETCH-LOGICAL-c295t-515141aecd1717851bfa59581abb1fe504652e6e2a0744360130e7ea3f640c3f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6578598$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,314,776,780,785,786,792,23909,23910,25118,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6578598$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27894407$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Seuk Son</creatorcontrib><creatorcontrib>Han-Seok Kim</creatorcontrib><creatorcontrib>Myeong-Jae Park</creatorcontrib><creatorcontrib>Kyunghoon Kim</creatorcontrib><creatorcontrib>E-Hung Chen</creatorcontrib><creatorcontrib>Leibowitz, Brian</creatorcontrib><creatorcontrib>Jaeha Kim</creatorcontrib><title>A 2.3-mW, 5-Gb/s Low-Power Decision-Feedback Equalizer Receiver Front-End and its Two-Step, Minimum Bit-Error-Rate Adaptation Algorithm</title><title>IEEE journal of solid-state circuits</title><addtitle>JSSC</addtitle><description>This paper presents a low-power decision-feedback equalizer (DFE) receiver front-end and a two-step minimum bit-error-rate (BER) adaptation algorithm. A high energy efficiency of 0.46 mW/Gbps is made possible by the combination of a direct-feedback finite-impulse-response (FIR) DFE, an infinite-impulse-response (IIR) DFE, and a clock-and-data recovery (CDR) circuit with adjustable timing offsets. Based on this architecture, the power-hungry stages used in prior DFE receivers such as the continuous-time linear equalizer (CTLE), the current-mode summing circuit for a multitap DFE, and the fast selection logic for a loop-unrolling DFE can all be removed. A two-step adaptation algorithm that finds the equalizer coefficients minimizing the BER is described. First, an extra data sampler with adjustable voltage and timing offsets measures the single-bit response (SBR) of the channel and coarsely tunes the initial coefficient values in the foreground. Next, the same circuit measures the eye-opening and bit-error rates and fine tunes the coefficients in background using a stochastic hill-climbing algorithm. A prototype DFE receiver fabricated in a 65-nm LP/RF CMOS dissipates 2.3 mW and demonstrates measured eye-opening values of 174 mV pp and 0.66 UIpp while operating at 5 Gb/s with a -15-dB loss channel.</description><subject>Applied sciences</subject><subject>Bit error rate</subject><subject>Circuit properties</subject><subject>Clocks</subject><subject>Decision feedback equalizers</subject><subject>Decision-feedback equalizer (DFE)</subject><subject>direct-feedback equalizer finite-impulse-response (FIR) DFE</subject><subject>Electric, optical and optoelectronic circuits</subject><subject>Electronic circuits</subject><subject>Electronic equipment and fabrication. Passive components, printed wiring boards, connectics</subject><subject>Electronics</subject><subject>Exact sciences and technology</subject><subject>Finite impulse response filters</subject><subject>Frequency filters</subject><subject>Hardware</subject><subject>infinite-impulse-response (IIR) DFE</subject><subject>Input-output equipment</subject><subject>Microwave circuits, microwave integrated circuits, microwave transmission lines, submillimeter wave circuits</subject><subject>Receivers</subject><subject>stochastic hill-climbing algorithm</subject><subject>Timing</subject><issn>0018-9200</issn><issn>1558-173X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kM9OAjEQxhujiYg-gPHSizcKnW67f46IgBqMBjB623SXWa2yu9guEn0BX9sSiIfJzGS-78vkR8g58C4AT3p3s9mgKzgEXSEimXB5QFqgVMwgCl4OSYtziFkiOD8mJ869-1XKGFrkt09FN2Dlc4cqNs56jk7qDXusN2jpNebGmbpiI8RFpvMPOvxc66X58bcp5mi-_DCyddWwYbWg2pdpHJ1vajZrcNWh96Yy5bqkV8YrrK0tm-oGaX-hV41ufDLtL19ra5q38pQcFXrp8Gzf2-RpNJwPbtjkYXw76E9YLhLVMAUKJGjMFxBBFCvICq0SFYPOMihQcRkqgSEKzSMpg9AD4RihDopQ8jwogjaBXW5ua-csFunKmlLb7xR4uiWZbkmmW5LpnqT3XO48K-1yvSysrjyYf6OI4kRKHnndxU5nEPH_HCr_ZxIHf4bpevc</recordid><startdate>20131101</startdate><enddate>20131101</enddate><creator>Seuk Son</creator><creator>Han-Seok Kim</creator><creator>Myeong-Jae Park</creator><creator>Kyunghoon Kim</creator><creator>E-Hung Chen</creator><creator>Leibowitz, Brian</creator><creator>Jaeha Kim</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20131101</creationdate><title>A 2.3-mW, 5-Gb/s Low-Power Decision-Feedback Equalizer Receiver Front-End and its Two-Step, Minimum Bit-Error-Rate Adaptation Algorithm</title><author>Seuk Son ; Han-Seok Kim ; Myeong-Jae Park ; Kyunghoon Kim ; E-Hung Chen ; Leibowitz, Brian ; Jaeha Kim</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-515141aecd1717851bfa59581abb1fe504652e6e2a0744360130e7ea3f640c3f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Applied sciences</topic><topic>Bit error rate</topic><topic>Circuit properties</topic><topic>Clocks</topic><topic>Decision feedback equalizers</topic><topic>Decision-feedback equalizer (DFE)</topic><topic>direct-feedback equalizer finite-impulse-response (FIR) DFE</topic><topic>Electric, optical and optoelectronic circuits</topic><topic>Electronic circuits</topic><topic>Electronic equipment and fabrication. Passive components, printed wiring boards, connectics</topic><topic>Electronics</topic><topic>Exact sciences and technology</topic><topic>Finite impulse response filters</topic><topic>Frequency filters</topic><topic>Hardware</topic><topic>infinite-impulse-response (IIR) DFE</topic><topic>Input-output equipment</topic><topic>Microwave circuits, microwave integrated circuits, microwave transmission lines, submillimeter wave circuits</topic><topic>Receivers</topic><topic>stochastic hill-climbing algorithm</topic><topic>Timing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Seuk Son</creatorcontrib><creatorcontrib>Han-Seok Kim</creatorcontrib><creatorcontrib>Myeong-Jae Park</creatorcontrib><creatorcontrib>Kyunghoon Kim</creatorcontrib><creatorcontrib>E-Hung Chen</creatorcontrib><creatorcontrib>Leibowitz, Brian</creatorcontrib><creatorcontrib>Jaeha Kim</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><jtitle>IEEE journal of solid-state circuits</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Seuk Son</au><au>Han-Seok Kim</au><au>Myeong-Jae Park</au><au>Kyunghoon Kim</au><au>E-Hung Chen</au><au>Leibowitz, Brian</au><au>Jaeha Kim</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A 2.3-mW, 5-Gb/s Low-Power Decision-Feedback Equalizer Receiver Front-End and its Two-Step, Minimum Bit-Error-Rate Adaptation Algorithm</atitle><jtitle>IEEE journal of solid-state circuits</jtitle><stitle>JSSC</stitle><date>2013-11-01</date><risdate>2013</risdate><volume>48</volume><issue>11</issue><spage>2693</spage><epage>2704</epage><pages>2693-2704</pages><issn>0018-9200</issn><eissn>1558-173X</eissn><coden>IJSCBC</coden><abstract>This paper presents a low-power decision-feedback equalizer (DFE) receiver front-end and a two-step minimum bit-error-rate (BER) adaptation algorithm. A high energy efficiency of 0.46 mW/Gbps is made possible by the combination of a direct-feedback finite-impulse-response (FIR) DFE, an infinite-impulse-response (IIR) DFE, and a clock-and-data recovery (CDR) circuit with adjustable timing offsets. Based on this architecture, the power-hungry stages used in prior DFE receivers such as the continuous-time linear equalizer (CTLE), the current-mode summing circuit for a multitap DFE, and the fast selection logic for a loop-unrolling DFE can all be removed. A two-step adaptation algorithm that finds the equalizer coefficients minimizing the BER is described. First, an extra data sampler with adjustable voltage and timing offsets measures the single-bit response (SBR) of the channel and coarsely tunes the initial coefficient values in the foreground. Next, the same circuit measures the eye-opening and bit-error rates and fine tunes the coefficients in background using a stochastic hill-climbing algorithm. A prototype DFE receiver fabricated in a 65-nm LP/RF CMOS dissipates 2.3 mW and demonstrates measured eye-opening values of 174 mV pp and 0.66 UIpp while operating at 5 Gb/s with a -15-dB loss channel.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/JSSC.2013.2274904</doi><tpages>12</tpages></addata></record> |
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subjects | Applied sciences Bit error rate Circuit properties Clocks Decision feedback equalizers Decision-feedback equalizer (DFE) direct-feedback equalizer finite-impulse-response (FIR) DFE Electric, optical and optoelectronic circuits Electronic circuits Electronic equipment and fabrication. Passive components, printed wiring boards, connectics Electronics Exact sciences and technology Finite impulse response filters Frequency filters Hardware infinite-impulse-response (IIR) DFE Input-output equipment Microwave circuits, microwave integrated circuits, microwave transmission lines, submillimeter wave circuits Receivers stochastic hill-climbing algorithm Timing |
title | A 2.3-mW, 5-Gb/s Low-Power Decision-Feedback Equalizer Receiver Front-End and its Two-Step, Minimum Bit-Error-Rate Adaptation Algorithm |
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