Base Station Antenna Selection for Low-Resolution ADC Systems
For low-resolution analog-to-digital converter (ADC) systems, only high-complexity receive antenna selection has been developed and transmit antenna selection has been limited to a single antenna selection in prior work. In this paper, we propose low-complexity receive antenna selection algorithms a...
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Veröffentlicht in: | IEEE transactions on communications 2020-03, Vol.68 (3), p.1951-1965 |
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container_end_page | 1965 |
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container_issue | 3 |
container_start_page | 1951 |
container_title | IEEE transactions on communications |
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creator | Choi, Jinseok Sung, Junmo Prasad, Narayan Qi, Xiao-Feng Evans, Brian L. Gatherer, Alan |
description | For low-resolution analog-to-digital converter (ADC) systems, only high-complexity receive antenna selection has been developed and transmit antenna selection has been limited to a single antenna selection in prior work. In this paper, we propose low-complexity receive antenna selection algorithms and analyze transmit antenna selection by considering antenna selection at a base station with large antenna arrays and low-resolution ADCs. For downlink antenna selection, we show a selection criterion with zero-forcing precoding equivalent to a perfect quantization system; sum rate increases with number of selected antennas; derivation of the sum rate loss function from using a antenna subset; and sum rate loss reaches a maximum at a point of total transmit power and decreases beyond that point to converge to zero. For wideband orthogonal-frequency-division-multiplexing (OFDM) systems, our results hold when entire subcarriers share a common subset of antennas. For uplink antenna selection, we generalize a greedy antenna selection criterion; propose a quantization-aware fast antenna selection algorithm using the criterion; and derive a lower bound on sum rate achieved by the proposed algorithm. For wideband OFDM systems, we extend our algorithm and derive a lower bound on its sum rate. Simulation results validate theoretical analyses and show increases in sum rate over conventional algorithms. |
doi_str_mv | 10.1109/TCOMM.2019.2963023 |
format | Article |
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In this paper, we propose low-complexity receive antenna selection algorithms and analyze transmit antenna selection by considering antenna selection at a base station with large antenna arrays and low-resolution ADCs. For downlink antenna selection, we show a selection criterion with zero-forcing precoding equivalent to a perfect quantization system; sum rate increases with number of selected antennas; derivation of the sum rate loss function from using a antenna subset; and sum rate loss reaches a maximum at a point of total transmit power and decreases beyond that point to converge to zero. For wideband orthogonal-frequency-division-multiplexing (OFDM) systems, our results hold when entire subcarriers share a common subset of antennas. For uplink antenna selection, we generalize a greedy antenna selection criterion; propose a quantization-aware fast antenna selection algorithm using the criterion; and derive a lower bound on sum rate achieved by the proposed algorithm. For wideband OFDM systems, we extend our algorithm and derive a lower bound on its sum rate. Simulation results validate theoretical analyses and show increases in sum rate over conventional algorithms.</description><identifier>ISSN: 0090-6778</identifier><identifier>EISSN: 1558-0857</identifier><identifier>DOI: 10.1109/TCOMM.2019.2963023</identifier><identifier>CODEN: IECMBT</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Analog to digital conversion ; Analog to digital converters ; Antenna arrays ; Antennas ; Broadband ; Codes ; Complexity ; Computer simulation ; Criteria ; Downlink and uplink antenna selection ; greedy antenna selection ; low-resolution ADCs ; Lower bounds ; maximum sum rate ; Measurement ; Narrowband ; OFDM ; OFDM communications ; Orthogonal Frequency Division Multiplexing ; Quantization (signal) ; Receiving antennas ; Subcarriers ; Transmitting antennas</subject><ispartof>IEEE transactions on communications, 2020-03, Vol.68 (3), p.1951-1965</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-c339t-4436e51ac6557ae58a8dccfed144bab069698a3866facf018b48636c5c4d6e8c3</citedby><cites>FETCH-LOGICAL-c339t-4436e51ac6557ae58a8dccfed144bab069698a3866facf018b48636c5c4d6e8c3</cites><orcidid>0000-0002-5937-8599 ; 0000-0002-1105-2370 ; 0000-0002-2619-6078 ; 0000-0002-2139-9650 ; 0000-0001-8513-1293</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8945199$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8945199$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Choi, Jinseok</creatorcontrib><creatorcontrib>Sung, Junmo</creatorcontrib><creatorcontrib>Prasad, Narayan</creatorcontrib><creatorcontrib>Qi, Xiao-Feng</creatorcontrib><creatorcontrib>Evans, Brian L.</creatorcontrib><creatorcontrib>Gatherer, Alan</creatorcontrib><title>Base Station Antenna Selection for Low-Resolution ADC Systems</title><title>IEEE transactions on communications</title><addtitle>TCOMM</addtitle><description>For low-resolution analog-to-digital converter (ADC) systems, only high-complexity receive antenna selection has been developed and transmit antenna selection has been limited to a single antenna selection in prior work. In this paper, we propose low-complexity receive antenna selection algorithms and analyze transmit antenna selection by considering antenna selection at a base station with large antenna arrays and low-resolution ADCs. For downlink antenna selection, we show a selection criterion with zero-forcing precoding equivalent to a perfect quantization system; sum rate increases with number of selected antennas; derivation of the sum rate loss function from using a antenna subset; and sum rate loss reaches a maximum at a point of total transmit power and decreases beyond that point to converge to zero. For wideband orthogonal-frequency-division-multiplexing (OFDM) systems, our results hold when entire subcarriers share a common subset of antennas. For uplink antenna selection, we generalize a greedy antenna selection criterion; propose a quantization-aware fast antenna selection algorithm using the criterion; and derive a lower bound on sum rate achieved by the proposed algorithm. For wideband OFDM systems, we extend our algorithm and derive a lower bound on its sum rate. Simulation results validate theoretical analyses and show increases in sum rate over conventional algorithms.</description><subject>Algorithms</subject><subject>Analog to digital conversion</subject><subject>Analog to digital converters</subject><subject>Antenna arrays</subject><subject>Antennas</subject><subject>Broadband</subject><subject>Codes</subject><subject>Complexity</subject><subject>Computer simulation</subject><subject>Criteria</subject><subject>Downlink and uplink antenna selection</subject><subject>greedy antenna selection</subject><subject>low-resolution ADCs</subject><subject>Lower bounds</subject><subject>maximum sum rate</subject><subject>Measurement</subject><subject>Narrowband</subject><subject>OFDM</subject><subject>OFDM communications</subject><subject>Orthogonal Frequency Division Multiplexing</subject><subject>Quantization (signal)</subject><subject>Receiving antennas</subject><subject>Subcarriers</subject><subject>Transmitting antennas</subject><issn>0090-6778</issn><issn>1558-0857</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LAzEQQIMoWKt_QC8LnrdOdpJscvBQ109oKdh6Dmk6Cy3tpiZbpP_e1i2eBob3ZuAxdsthwDmYh1k1GY8HBXAzKIxCKPCM9biUOgcty3PWAzCQq7LUl-wqpRUACEDssccnlyibtq5dhiYbNi01jcumtCb_t6lDzEbhJ_-kFNa7Dnqusuk-tbRJ1-yidutEN6fZZ1-vL7PqPR9N3j6q4Sj3iKbNhUBFkjuvpCwdSe30wvuaFlyIuZuDMspoh1qp2vkauJ4LrVB56cVCkfbYZ_fd3W0M3ztKrV2FXWwOL22BpUFVlFIdqKKjfAwpRartNi43Lu4tB3vMZP8y2WMme8p0kO46aUlE_4I2QnJj8BePLWLp</recordid><startdate>20200301</startdate><enddate>20200301</enddate><creator>Choi, Jinseok</creator><creator>Sung, Junmo</creator><creator>Prasad, Narayan</creator><creator>Qi, Xiao-Feng</creator><creator>Evans, Brian L.</creator><creator>Gatherer, Alan</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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In this paper, we propose low-complexity receive antenna selection algorithms and analyze transmit antenna selection by considering antenna selection at a base station with large antenna arrays and low-resolution ADCs. For downlink antenna selection, we show a selection criterion with zero-forcing precoding equivalent to a perfect quantization system; sum rate increases with number of selected antennas; derivation of the sum rate loss function from using a antenna subset; and sum rate loss reaches a maximum at a point of total transmit power and decreases beyond that point to converge to zero. For wideband orthogonal-frequency-division-multiplexing (OFDM) systems, our results hold when entire subcarriers share a common subset of antennas. For uplink antenna selection, we generalize a greedy antenna selection criterion; propose a quantization-aware fast antenna selection algorithm using the criterion; and derive a lower bound on sum rate achieved by the proposed algorithm. For wideband OFDM systems, we extend our algorithm and derive a lower bound on its sum rate. Simulation results validate theoretical analyses and show increases in sum rate over conventional algorithms.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCOMM.2019.2963023</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-5937-8599</orcidid><orcidid>https://orcid.org/0000-0002-1105-2370</orcidid><orcidid>https://orcid.org/0000-0002-2619-6078</orcidid><orcidid>https://orcid.org/0000-0002-2139-9650</orcidid><orcidid>https://orcid.org/0000-0001-8513-1293</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Analog to digital conversion Analog to digital converters Antenna arrays Antennas Broadband Codes Complexity Computer simulation Criteria Downlink and uplink antenna selection greedy antenna selection low-resolution ADCs Lower bounds maximum sum rate Measurement Narrowband OFDM OFDM communications Orthogonal Frequency Division Multiplexing Quantization (signal) Receiving antennas Subcarriers Transmitting antennas |
title | Base Station Antenna Selection for Low-Resolution ADC Systems |
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