Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier
Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a pro...
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Veröffentlicht in: | IEEE transactions on communications 2018-03, Vol.66 (3), p.1219-1233 |
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description | Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a promising solution to achieve green communication for future Internet of Things. This paper studies an AmBC system by leveraging the ambient orthogonal frequency division multiplexing (OFDM) modulated signals in the air. We first model such AmBC system from a spread-spectrum communication perspective, upon which a novel joint design for BD waveform and receiver detector is proposed. The BD symbol period is designed as an integer multiplication of the OFDM symbol period, and the waveform for BD bit "0" maintains the same state within the BD symbol period, while the waveform for BD bit "1" has a state transition in the middle of each OFDM symbol period within the BD symbol period. In the receiver detector design, we construct the test statistic that cancels out the direct-link interference by exploiting the repeating structure of the ambient OFDM signals due to the use of cyclic prefix. For the system with a single-antenna receiver, the maximum-likelihood detector is proposed to recover the BD bits, for which the optimal threshold is obtained in closed-form expression. For the system with a multi-antenna receiver, we propose a new test statistic which is a linear combination of the per-antenna test statistics and derive the corresponding optimal detector. The proposed optimal detectors require only knowing the strength of the backscatter channel, thus simplifying their implementation. Moreover, practical timing synchronization algorithms are proposed for the designed AmBC system, and we also analyze the effect of various system parameters on the transmission rate and detection performance. Finally, extensive numerical results are provided to verify that the proposed transceiver design can improve the system bit-error-rate performance and the operating range significantly and achieve much higher data rate, as compared with the conventional design. |
doi_str_mv | 10.1109/TCOMM.2017.2772261 |
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This technology, also called "modulation in the air," has emerged as a promising solution to achieve green communication for future Internet of Things. This paper studies an AmBC system by leveraging the ambient orthogonal frequency division multiplexing (OFDM) modulated signals in the air. We first model such AmBC system from a spread-spectrum communication perspective, upon which a novel joint design for BD waveform and receiver detector is proposed. The BD symbol period is designed as an integer multiplication of the OFDM symbol period, and the waveform for BD bit "0" maintains the same state within the BD symbol period, while the waveform for BD bit "1" has a state transition in the middle of each OFDM symbol period within the BD symbol period. In the receiver detector design, we construct the test statistic that cancels out the direct-link interference by exploiting the repeating structure of the ambient OFDM signals due to the use of cyclic prefix. For the system with a single-antenna receiver, the maximum-likelihood detector is proposed to recover the BD bits, for which the optimal threshold is obtained in closed-form expression. For the system with a multi-antenna receiver, we propose a new test statistic which is a linear combination of the per-antenna test statistics and derive the corresponding optimal detector. The proposed optimal detectors require only knowing the strength of the backscatter channel, thus simplifying their implementation. Moreover, practical timing synchronization algorithms are proposed for the designed AmBC system, and we also analyze the effect of various system parameters on the transmission rate and detection performance. Finally, extensive numerical results are provided to verify that the proposed transceiver design can improve the system bit-error-rate performance and the operating range significantly and achieve much higher data rate, as compared with the conventional design.</description><identifier>ISSN: 0090-6778</identifier><identifier>EISSN: 1558-0857</identifier><identifier>DOI: 10.1109/TCOMM.2017.2772261</identifier><identifier>CODEN: IECMBT</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Ambient backscatter communication (AmBC) ; Antennas ; Backscatter ; Backscattering ; Communication ; Communications systems ; Design ; Detectors ; Interference ; Mathematical models ; Modulation ; multi-antenna systems ; OFDM ; Orthogonal Frequency Division Multiplexing ; orthogonal frequency division multiplexing (OFDM) ; performance analysis ; Radio frequency ; Receivers ; Receivers & amplifiers ; Sensors ; spread spectrum ; Statistical tests ; Synchronism ; transceiver design ; Wireless fidelity</subject><ispartof>IEEE transactions on communications, 2018-03, Vol.66 (3), p.1219-1233</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c339t-772fef0253465c7064cb01f244e6453e67e57ba0cdd127fecae73994ecbdba7d3</citedby><cites>FETCH-LOGICAL-c339t-772fef0253465c7064cb01f244e6453e67e57ba0cdd127fecae73994ecbdba7d3</cites><orcidid>0000-0003-2671-5090 ; 0000-0002-8729-8393 ; 0000-0002-3959-4761</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8103807$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8103807$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Yang, Gang</creatorcontrib><creatorcontrib>Liang, Ying-Chang</creatorcontrib><creatorcontrib>Zhang, Rui</creatorcontrib><creatorcontrib>Pei, Yiyang</creatorcontrib><title>Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier</title><title>IEEE transactions on communications</title><addtitle>TCOMM</addtitle><description>Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a promising solution to achieve green communication for future Internet of Things. This paper studies an AmBC system by leveraging the ambient orthogonal frequency division multiplexing (OFDM) modulated signals in the air. We first model such AmBC system from a spread-spectrum communication perspective, upon which a novel joint design for BD waveform and receiver detector is proposed. The BD symbol period is designed as an integer multiplication of the OFDM symbol period, and the waveform for BD bit "0" maintains the same state within the BD symbol period, while the waveform for BD bit "1" has a state transition in the middle of each OFDM symbol period within the BD symbol period. In the receiver detector design, we construct the test statistic that cancels out the direct-link interference by exploiting the repeating structure of the ambient OFDM signals due to the use of cyclic prefix. For the system with a single-antenna receiver, the maximum-likelihood detector is proposed to recover the BD bits, for which the optimal threshold is obtained in closed-form expression. For the system with a multi-antenna receiver, we propose a new test statistic which is a linear combination of the per-antenna test statistics and derive the corresponding optimal detector. The proposed optimal detectors require only knowing the strength of the backscatter channel, thus simplifying their implementation. Moreover, practical timing synchronization algorithms are proposed for the designed AmBC system, and we also analyze the effect of various system parameters on the transmission rate and detection performance. Finally, extensive numerical results are provided to verify that the proposed transceiver design can improve the system bit-error-rate performance and the operating range significantly and achieve much higher data rate, as compared with the conventional design.</description><subject>Ambient backscatter communication (AmBC)</subject><subject>Antennas</subject><subject>Backscatter</subject><subject>Backscattering</subject><subject>Communication</subject><subject>Communications systems</subject><subject>Design</subject><subject>Detectors</subject><subject>Interference</subject><subject>Mathematical models</subject><subject>Modulation</subject><subject>multi-antenna systems</subject><subject>OFDM</subject><subject>Orthogonal Frequency Division Multiplexing</subject><subject>orthogonal frequency division multiplexing (OFDM)</subject><subject>performance analysis</subject><subject>Radio frequency</subject><subject>Receivers</subject><subject>Receivers & amplifiers</subject><subject>Sensors</subject><subject>spread spectrum</subject><subject>Statistical tests</subject><subject>Synchronism</subject><subject>transceiver design</subject><subject>Wireless fidelity</subject><issn>0090-6778</issn><issn>1558-0857</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kMtOg0AUhidGE2v1BXRD4pp65gID7ipaLylhU9eTYTjEqQXqDJj49lJpXJ3k5PvP5SPkmsKCUkjvNlmR5wsGVC6YlIzF9ITMaBQlISSRPCUzgBTCWMrknFx4vwUAAZzPyFveVcNO97ZrA9sG_QcGS-vugwdtPr3RfY8uyLqmGVprJqr4HlvLprTY9kGxesyDTDtn0V2Ss1rvPF4d65y8r5422Uu4Lp5fs-U6NJynfTieV2MNLOIijoyEWJgSaM2EwFhEHGOJkSw1mKqiTNZoNEqepgJNWZVaVnxObqe5e9d9Deh7te0G144rFaNSiHR8DEaKTZRxnfcOa7V3ttHuR1FQB2fqz5k6OFNHZ2PoZgpZRPwPJBR4ApL_Ali5Z2E</recordid><startdate>20180301</startdate><enddate>20180301</enddate><creator>Yang, Gang</creator><creator>Liang, Ying-Chang</creator><creator>Zhang, Rui</creator><creator>Pei, Yiyang</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/0000-0003-2671-5090</orcidid><orcidid>https://orcid.org/0000-0002-8729-8393</orcidid><orcidid>https://orcid.org/0000-0002-3959-4761</orcidid></search><sort><creationdate>20180301</creationdate><title>Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier</title><author>Yang, Gang ; Liang, Ying-Chang ; Zhang, Rui ; Pei, Yiyang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c339t-772fef0253465c7064cb01f244e6453e67e57ba0cdd127fecae73994ecbdba7d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Ambient backscatter communication (AmBC)</topic><topic>Antennas</topic><topic>Backscatter</topic><topic>Backscattering</topic><topic>Communication</topic><topic>Communications systems</topic><topic>Design</topic><topic>Detectors</topic><topic>Interference</topic><topic>Mathematical models</topic><topic>Modulation</topic><topic>multi-antenna systems</topic><topic>OFDM</topic><topic>Orthogonal Frequency Division Multiplexing</topic><topic>orthogonal frequency division multiplexing (OFDM)</topic><topic>performance analysis</topic><topic>Radio frequency</topic><topic>Receivers</topic><topic>Receivers & amplifiers</topic><topic>Sensors</topic><topic>spread spectrum</topic><topic>Statistical tests</topic><topic>Synchronism</topic><topic>transceiver design</topic><topic>Wireless fidelity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Gang</creatorcontrib><creatorcontrib>Liang, Ying-Chang</creatorcontrib><creatorcontrib>Zhang, Rui</creatorcontrib><creatorcontrib>Pei, Yiyang</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>Yang, Gang</au><au>Liang, Ying-Chang</au><au>Zhang, Rui</au><au>Pei, Yiyang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier</atitle><jtitle>IEEE transactions on communications</jtitle><stitle>TCOMM</stitle><date>2018-03-01</date><risdate>2018</risdate><volume>66</volume><issue>3</issue><spage>1219</spage><epage>1233</epage><pages>1219-1233</pages><issn>0090-6778</issn><eissn>1558-0857</eissn><coden>IECMBT</coden><abstract>Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a promising solution to achieve green communication for future Internet of Things. This paper studies an AmBC system by leveraging the ambient orthogonal frequency division multiplexing (OFDM) modulated signals in the air. We first model such AmBC system from a spread-spectrum communication perspective, upon which a novel joint design for BD waveform and receiver detector is proposed. The BD symbol period is designed as an integer multiplication of the OFDM symbol period, and the waveform for BD bit "0" maintains the same state within the BD symbol period, while the waveform for BD bit "1" has a state transition in the middle of each OFDM symbol period within the BD symbol period. In the receiver detector design, we construct the test statistic that cancels out the direct-link interference by exploiting the repeating structure of the ambient OFDM signals due to the use of cyclic prefix. For the system with a single-antenna receiver, the maximum-likelihood detector is proposed to recover the BD bits, for which the optimal threshold is obtained in closed-form expression. For the system with a multi-antenna receiver, we propose a new test statistic which is a linear combination of the per-antenna test statistics and derive the corresponding optimal detector. The proposed optimal detectors require only knowing the strength of the backscatter channel, thus simplifying their implementation. Moreover, practical timing synchronization algorithms are proposed for the designed AmBC system, and we also analyze the effect of various system parameters on the transmission rate and detection performance. Finally, extensive numerical results are provided to verify that the proposed transceiver design can improve the system bit-error-rate performance and the operating range significantly and achieve much higher data rate, as compared with the conventional design.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCOMM.2017.2772261</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0003-2671-5090</orcidid><orcidid>https://orcid.org/0000-0002-8729-8393</orcidid><orcidid>https://orcid.org/0000-0002-3959-4761</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Ambient backscatter communication (AmBC) Antennas Backscatter Backscattering Communication Communications systems Design Detectors Interference Mathematical models Modulation multi-antenna systems OFDM Orthogonal Frequency Division Multiplexing orthogonal frequency division multiplexing (OFDM) performance analysis Radio frequency Receivers Receivers & amplifiers Sensors spread spectrum Statistical tests Synchronism transceiver design Wireless fidelity |
title | Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier |
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