Transmitter Shaping for Receiver Dynamic Range Reduction in Wireline Channels
An online shaping technique for high performance communication over Gaussian channels with Inter-Symbol Interference (ISI) and receiver Analog to Digital Converter (ADC) noise is presented. The technique uses online transmitter precoding over Pulse Amplitude Modulation (PAM) constellation, designed...
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Veröffentlicht in: | IEEE transactions on communications 2022-11, Vol.70 (11), p.1-1 |
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description | An online shaping technique for high performance communication over Gaussian channels with Inter-Symbol Interference (ISI) and receiver Analog to Digital Converter (ADC) noise is presented. The technique uses online transmitter precoding over Pulse Amplitude Modulation (PAM) constellation, designed to shape the symbols distribution so that peak power constraint at the channel output is satisfied. An iterative decoder shares information between a modified M-BCJR module, which computes online the trellis transition probabilities of the shaped distribution, and turbo decoder. The result is a reduction in the required Effective Number Of Bits (ENOB) of the receiver ADC. We show that the transmitter precoding performs channel equalization without using any filter. At the limit of very high Signal to Noise Ratio (SNR) a complete channel inversion is possible so that the receiver signal spectrum becomes almost flat. Theoretical bounds are analytically derived which enable to assess the possible gain using the proposed method. For data rates of 200 Gbps and 400 Gbps over printed circuit board, simulations show that the shaping scheme enables reduction in the ENOB requirement as high as 1.43 bit and 1.78 bit, respectively, compared to uniform 4-PAM transmission with turbo equalization at the receiver side. |
doi_str_mv | 10.1109/TCOMM.2022.3207201 |
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The technique uses online transmitter precoding over Pulse Amplitude Modulation (PAM) constellation, designed to shape the symbols distribution so that peak power constraint at the channel output is satisfied. An iterative decoder shares information between a modified M-BCJR module, which computes online the trellis transition probabilities of the shaped distribution, and turbo decoder. The result is a reduction in the required Effective Number Of Bits (ENOB) of the receiver ADC. We show that the transmitter precoding performs channel equalization without using any filter. At the limit of very high Signal to Noise Ratio (SNR) a complete channel inversion is possible so that the receiver signal spectrum becomes almost flat. Theoretical bounds are analytically derived which enable to assess the possible gain using the proposed method. For data rates of 200 Gbps and 400 Gbps over printed circuit board, simulations show that the shaping scheme enables reduction in the ENOB requirement as high as 1.43 bit and 1.78 bit, respectively, compared to uniform 4-PAM transmission with turbo equalization at the receiver side.</description><identifier>ISSN: 0090-6778</identifier><identifier>EISSN: 1558-0857</identifier><identifier>DOI: 10.1109/TCOMM.2022.3207201</identifier><identifier>CODEN: IECMBT</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Analog to digital converters ; Channels ; Decision feedback equalizers ; Electric power distribution ; Equalization ; Gain ; Iterative methods ; Peak to average power ratio ; Pulse amplitude modulation ; Receivers ; Signal to noise ratio ; Symbols ; Transition probabilities ; Transmitters</subject><ispartof>IEEE transactions on communications, 2022-11, Vol.70 (11), p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c176t-c68aae83d5fa36c8b645677d6e843a789b04290bcf38323fc393dff15fec7fe3</cites><orcidid>0000-0003-3563-1067 ; 0000-0002-1719-5057</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9893841$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9893841$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Levi, Or</creatorcontrib><creatorcontrib>Raphaeli, Dan</creatorcontrib><title>Transmitter Shaping for Receiver Dynamic Range Reduction in Wireline Channels</title><title>IEEE transactions on communications</title><addtitle>TCOMM</addtitle><description>An online shaping technique for high performance communication over Gaussian channels with Inter-Symbol Interference (ISI) and receiver Analog to Digital Converter (ADC) noise is presented. The technique uses online transmitter precoding over Pulse Amplitude Modulation (PAM) constellation, designed to shape the symbols distribution so that peak power constraint at the channel output is satisfied. An iterative decoder shares information between a modified M-BCJR module, which computes online the trellis transition probabilities of the shaped distribution, and turbo decoder. The result is a reduction in the required Effective Number Of Bits (ENOB) of the receiver ADC. We show that the transmitter precoding performs channel equalization without using any filter. At the limit of very high Signal to Noise Ratio (SNR) a complete channel inversion is possible so that the receiver signal spectrum becomes almost flat. Theoretical bounds are analytically derived which enable to assess the possible gain using the proposed method. For data rates of 200 Gbps and 400 Gbps over printed circuit board, simulations show that the shaping scheme enables reduction in the ENOB requirement as high as 1.43 bit and 1.78 bit, respectively, compared to uniform 4-PAM transmission with turbo equalization at the receiver side.</description><subject>Analog to digital converters</subject><subject>Channels</subject><subject>Decision feedback equalizers</subject><subject>Electric power distribution</subject><subject>Equalization</subject><subject>Gain</subject><subject>Iterative methods</subject><subject>Peak to average power ratio</subject><subject>Pulse amplitude modulation</subject><subject>Receivers</subject><subject>Signal to noise ratio</subject><subject>Symbols</subject><subject>Transition probabilities</subject><subject>Transmitters</subject><issn>0090-6778</issn><issn>1558-0857</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LAzEQhoMoWKt_QC8LnrdOks0mOUr9hJZCXfAY0uykTWmzNbsV-u_dWvE08PI-M8NDyC2FEaWgH6rxbDodMWBsxBlIBvSMDKgQKgcl5DkZAGjISynVJblq2zUAFMD5gEyrZGO7DV2HKftY2V2Iy8w3KZujw_Ddh0-HaLfBZXMbl9jH9d51oYlZiNlnSLgJEbPxysaIm_aaXHi7afHmbw5J9fJcjd_yyez1ffw4yR2VZZe7UlmLitfCW146tSgL0f9Wl6gKbqXSCyiYhoXzXHHGveOa195T4dFJj3xI7k9rd6n52mPbmXWzT7G_aJjkUkihpehb7NRyqWnbhN7sUtjadDAUzNGa-bVmjtbMn7UeujtBARH_Aa00VwXlP0sHaRY</recordid><startdate>20221101</startdate><enddate>20221101</enddate><creator>Levi, Or</creator><creator>Raphaeli, Dan</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/0000-0003-3563-1067</orcidid><orcidid>https://orcid.org/0000-0002-1719-5057</orcidid></search><sort><creationdate>20221101</creationdate><title>Transmitter Shaping for Receiver Dynamic Range Reduction in Wireline Channels</title><author>Levi, Or ; Raphaeli, Dan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c176t-c68aae83d5fa36c8b645677d6e843a789b04290bcf38323fc393dff15fec7fe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Analog to digital converters</topic><topic>Channels</topic><topic>Decision feedback equalizers</topic><topic>Electric power distribution</topic><topic>Equalization</topic><topic>Gain</topic><topic>Iterative methods</topic><topic>Peak to average power ratio</topic><topic>Pulse amplitude modulation</topic><topic>Receivers</topic><topic>Signal to noise ratio</topic><topic>Symbols</topic><topic>Transition probabilities</topic><topic>Transmitters</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Levi, Or</creatorcontrib><creatorcontrib>Raphaeli, Dan</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>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Levi, Or</au><au>Raphaeli, Dan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transmitter Shaping for Receiver Dynamic Range Reduction in Wireline Channels</atitle><jtitle>IEEE transactions on communications</jtitle><stitle>TCOMM</stitle><date>2022-11-01</date><risdate>2022</risdate><volume>70</volume><issue>11</issue><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>0090-6778</issn><eissn>1558-0857</eissn><coden>IECMBT</coden><abstract>An online shaping technique for high performance communication over Gaussian channels with Inter-Symbol Interference (ISI) and receiver Analog to Digital Converter (ADC) noise is presented. The technique uses online transmitter precoding over Pulse Amplitude Modulation (PAM) constellation, designed to shape the symbols distribution so that peak power constraint at the channel output is satisfied. An iterative decoder shares information between a modified M-BCJR module, which computes online the trellis transition probabilities of the shaped distribution, and turbo decoder. The result is a reduction in the required Effective Number Of Bits (ENOB) of the receiver ADC. We show that the transmitter precoding performs channel equalization without using any filter. At the limit of very high Signal to Noise Ratio (SNR) a complete channel inversion is possible so that the receiver signal spectrum becomes almost flat. Theoretical bounds are analytically derived which enable to assess the possible gain using the proposed method. For data rates of 200 Gbps and 400 Gbps over printed circuit board, simulations show that the shaping scheme enables reduction in the ENOB requirement as high as 1.43 bit and 1.78 bit, respectively, compared to uniform 4-PAM transmission with turbo equalization at the receiver side.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCOMM.2022.3207201</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-3563-1067</orcidid><orcidid>https://orcid.org/0000-0002-1719-5057</orcidid></addata></record> |
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subjects | Analog to digital converters Channels Decision feedback equalizers Electric power distribution Equalization Gain Iterative methods Peak to average power ratio Pulse amplitude modulation Receivers Signal to noise ratio Symbols Transition probabilities Transmitters |
title | Transmitter Shaping for Receiver Dynamic Range Reduction in Wireline Channels |
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