A Modified Decomposed Vector Rotation-Based Behavioral Model With Efficient Hardware Implementation for Digital Predistortion of RF Power Amplifiers
This paper proposes a novel hardware implementation strategy to achieve low-cost design for digital predistortion of radio frequency power amplifiers (PAs) using a modified decomposed vector rotation-based behavioral model. To make the model hardware friendly, we first modify the model into a subdec...
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Veröffentlicht in: | IEEE transactions on microwave theory and techniques 2017-07, Vol.65 (7), p.2443-2452 |
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description | This paper proposes a novel hardware implementation strategy to achieve low-cost design for digital predistortion of radio frequency power amplifiers (PAs) using a modified decomposed vector rotation-based behavioral model. To make the model hardware friendly, we first modify the model into a subdecomposed format, which significantly reduces the computational complexity in model extraction. We then reassemble the coefficients and propose a simple digital implementation structure for real-time signal processing in the transmit path. A new dual-direction coordinate rotation digital computer design is also proposed to simultaneously calculate both magnitude and e jθ n values to facilitate the model implementation. To validate hardware implementation, a wideband signal is employed to evaluate the performance with a Doherty PA. Experimental results show that the proposed approach can achieve comparable performance with much lower system complexity compared with that using the conventional approaches. |
doi_str_mv | 10.1109/TMTT.2016.2640318 |
format | Article |
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To make the model hardware friendly, we first modify the model into a subdecomposed format, which significantly reduces the computational complexity in model extraction. We then reassemble the coefficients and propose a simple digital implementation structure for real-time signal processing in the transmit path. A new dual-direction coordinate rotation digital computer design is also proposed to simultaneously calculate both magnitude and e jθ n values to facilitate the model implementation. To validate hardware implementation, a wideband signal is employed to evaluate the performance with a Doherty PA. 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(IEEE) 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-90030616b9db82cc5fb2a3f5c2116f5a7e23e61b90d7986b7a21b63590c001153</citedby><cites>FETCH-LOGICAL-c336t-90030616b9db82cc5fb2a3f5c2116f5a7e23e61b90d7986b7a21b63590c001153</cites><orcidid>0000-0002-8911-0905 ; 0000-0001-6793-7824</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/7829354$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/7829354$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Cao, Wenhui</creatorcontrib><creatorcontrib>Zhu, Anding</creatorcontrib><title>A Modified Decomposed Vector Rotation-Based Behavioral Model With Efficient Hardware Implementation for Digital Predistortion of RF Power Amplifiers</title><title>IEEE transactions on microwave theory and techniques</title><addtitle>TMTT</addtitle><description>This paper proposes a novel hardware implementation strategy to achieve low-cost design for digital predistortion of radio frequency power amplifiers (PAs) using a modified decomposed vector rotation-based behavioral model. To make the model hardware friendly, we first modify the model into a subdecomposed format, which significantly reduces the computational complexity in model extraction. We then reassemble the coefficients and propose a simple digital implementation structure for real-time signal processing in the transmit path. A new dual-direction coordinate rotation digital computer design is also proposed to simultaneously calculate both magnitude and e jθ n values to facilitate the model implementation. To validate hardware implementation, a wideband signal is employed to evaluate the performance with a Doherty PA. Experimental results show that the proposed approach can achieve comparable performance with much lower system complexity compared with that using the conventional approaches.</description><subject>Amplification</subject><subject>Behavioral model</subject><subject>Broadband</subject><subject>Complexity</subject><subject>Computational complexity</subject><subject>Computational modeling</subject><subject>Computer design</subject><subject>coordinate rotation digital computer (CORDIC)</subject><subject>Digital computers</subject><subject>digital predistortion (DPD)</subject><subject>Hardware</subject><subject>Integrated circuit modeling</subject><subject>Mathematical model</subject><subject>model extraction</subject><subject>Performance evaluation</subject><subject>power amplifier (PA)</subject><subject>Power amplifiers</subject><subject>Radio frequency</subject><subject>radio frequency (RF)</subject><subject>Real time</subject><subject>Signal processing</subject><issn>0018-9480</issn><issn>1557-9670</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kN1OAyEQhYnRxPrzAMYbEq-3MlDY5bJq1SYajal6uWHZQTFtqbBqfA8fWLY1XgHD-c7MHEKOgA0BmD6d3c5mQ85ADbkaMQHVFhmAlGWhVcm2yYAxqAo9qtgu2UvpLT9HklUD8jOmt6H1zmNLL9CGxSqkfH1C24VIH0JnOh-WxZnpq2f4aj59iGbeQzinz757pRPnvPW47Oi1ie2XiUini9UcF7m0pqnLVhf-xXcZvI_Y-pTN1z_B0YdLeh--MNJxhvpBYjogO87MEx7-nfvk8XIyO78ubu6upufjm8IKobpCMyaYAtXotqm4tdI13AgnLQdQTpoSuUAFjWZtqSvVlIZDo4TUzOb9QYp9crLxXcXw_oGpq9_CR1zmljVoUJIDL8usgo3KxpBSRFevol-Y-F0Dq_vw6z78ug-__gs_M8cbxiPiv76suBZyJH4B5eqBiQ</recordid><startdate>201707</startdate><enddate>201707</enddate><creator>Cao, Wenhui</creator><creator>Zhu, Anding</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/0000-0002-8911-0905</orcidid><orcidid>https://orcid.org/0000-0001-6793-7824</orcidid></search><sort><creationdate>201707</creationdate><title>A Modified Decomposed Vector Rotation-Based Behavioral Model With Efficient Hardware Implementation for Digital Predistortion of RF Power Amplifiers</title><author>Cao, Wenhui ; Zhu, Anding</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-90030616b9db82cc5fb2a3f5c2116f5a7e23e61b90d7986b7a21b63590c001153</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Amplification</topic><topic>Behavioral model</topic><topic>Broadband</topic><topic>Complexity</topic><topic>Computational complexity</topic><topic>Computational modeling</topic><topic>Computer design</topic><topic>coordinate rotation digital computer (CORDIC)</topic><topic>Digital computers</topic><topic>digital predistortion (DPD)</topic><topic>Hardware</topic><topic>Integrated circuit modeling</topic><topic>Mathematical model</topic><topic>model extraction</topic><topic>Performance evaluation</topic><topic>power amplifier (PA)</topic><topic>Power amplifiers</topic><topic>Radio frequency</topic><topic>radio frequency (RF)</topic><topic>Real time</topic><topic>Signal processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cao, Wenhui</creatorcontrib><creatorcontrib>Zhu, Anding</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 microwave theory and techniques</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Cao, Wenhui</au><au>Zhu, Anding</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Modified Decomposed Vector Rotation-Based Behavioral Model With Efficient Hardware Implementation for Digital Predistortion of RF Power Amplifiers</atitle><jtitle>IEEE transactions on microwave theory and techniques</jtitle><stitle>TMTT</stitle><date>2017-07</date><risdate>2017</risdate><volume>65</volume><issue>7</issue><spage>2443</spage><epage>2452</epage><pages>2443-2452</pages><issn>0018-9480</issn><eissn>1557-9670</eissn><coden>IETMAB</coden><abstract>This paper proposes a novel hardware implementation strategy to achieve low-cost design for digital predistortion of radio frequency power amplifiers (PAs) using a modified decomposed vector rotation-based behavioral model. 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subjects | Amplification Behavioral model Broadband Complexity Computational complexity Computational modeling Computer design coordinate rotation digital computer (CORDIC) Digital computers digital predistortion (DPD) Hardware Integrated circuit modeling Mathematical model model extraction Performance evaluation power amplifier (PA) Power amplifiers Radio frequency radio frequency (RF) Real time Signal processing |
title | A Modified Decomposed Vector Rotation-Based Behavioral Model With Efficient Hardware Implementation for Digital Predistortion of RF Power Amplifiers |
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