Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed

This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array...

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Veröffentlicht in:IEEE transactions on wireless communications 2022-08, Vol.21 (8), p.6256-6270
Hauptverfasser: Sakhnini, Adham, De Bast, Sibren, Guenach, Mamoun, Bourdoux, Andre, Sahli, Hichem, Pollin, Sofie
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container_start_page 6256
container_title IEEE transactions on wireless communications
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creator Sakhnini, Adham
De Bast, Sibren
Guenach, Mamoun
Bourdoux, Andre
Sahli, Hichem
Pollin, Sofie
description This paper considers the problem of radar sensing by using a large number of antennas. We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in ( x , y ) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of 71.88~\mu s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths.
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We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in (<inline-formula> <tex-math notation="LaTeX">x </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">y </tex-math></inline-formula>) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. We use a radar symbol duration of <inline-formula> <tex-math notation="LaTeX">71.88~\mu </tex-math></inline-formula> s at an effective transmission period of 2.5 ms, which indicates that the radar and communication systems can be implemented in time-division with a capacity loss of only 2.9%. Our results suggest that near-field radar sensing can be integrated into future massive MIMO systems operating at low carrier frequencies and narrow bandwidths.]]></description><identifier>ISSN: 1536-1276</identifier><identifier>EISSN: 1558-2248</identifier><identifier>DOI: 10.1109/TWC.2022.3148035</identifier><identifier>CODEN: ITWCAX</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Antenna arrays ; Antennas ; Carrier frequencies ; Coherent radar ; Communications systems ; experimental results ; Indoor environments ; Joint radar and communications ; Massive MIMO ; MIMO communication ; Near fields ; near-field localization ; OFDM ; Orthogonal Frequency Division Multiplexing ; Radar ; Radar antennas ; Receivers ; Sensors ; Test stands ; Time division ; Waveforms</subject><ispartof>IEEE transactions on wireless communications, 2022-08, Vol.21 (8), p.6256-6270</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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We use the orthogonal frequency division multiplexing (OFDM) waveform, and show that the large arrays used in massive multiple-input multiple-output (MIMO) communications enable accurate localization in the array near-field, even at the narrow bandwidths typically encountered at low carrier frequencies. We validate our findings experimentally with a massive MIMO testbed operating at 3.5 GHz carrier frequency and 18 MHz OFDM bandwidth in an indoor environment. We consider a single moving cylinder, and demonstrate a median accuracy of (3.4, 5.6) cm in (<inline-formula> <tex-math notation="LaTeX">x </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">y </tex-math></inline-formula>) in the near-field. We show that the accuracy is maintained with only a single subcarrier, and that the resolution increases with an order of magnitude when combining all antennas, effectively surpassing the 16.67 m bistatic range resolution set by the OFDM waveform. 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ispartof IEEE transactions on wireless communications, 2022-08, Vol.21 (8), p.6256-6270
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1558-2248
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subjects Antenna arrays
Antennas
Carrier frequencies
Coherent radar
Communications systems
experimental results
Indoor environments
Joint radar and communications
Massive MIMO
MIMO communication
Near fields
near-field localization
OFDM
Orthogonal Frequency Division Multiplexing
Radar
Radar antennas
Receivers
Sensors
Test stands
Time division
Waveforms
title Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed
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