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Radar Scenario Generation for Automotive Applications in the E Band
In this publication, a radar scenario generation approach for chirp sequence frequency modulated continuous wave radars simulating targets in the near-range of vehicle surroundings is presented. Key interest is the generation and the replay of arbitrary signals for a CS-FMCW radar by directly modula...
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Published in: | IEEE journal of microwaves 2022-04, Vol.2 (2), p.253-261 |
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creator | Rippl, Patrick Iberle, Johannes Scharf, Philipp A. Walter, Thomas |
description | In this publication, a radar scenario generation approach for chirp sequence frequency modulated continuous wave radars simulating targets in the near-range of vehicle surroundings is presented. Key interest is the generation and the replay of arbitrary signals for a CS-FMCW radar by directly modulating the carrier signal. This approach enables the reproduction of traffic scenarios including significant micro-Doppler signatures of traffic participants. In the presented approach, the received E band signal is converted from the RF to an IF band, in which the information about velocity and range of a target is modulated with the usage of an IQ modulator. Since the working principle of the radar target simulator is not based on a delay line, the target profiles can solely be generated on the PC from where they are modulated onto the radar signal via digital-analog conversion. The modulation signals can either be generated in the time or frequency domain which allows an accurate and fast reproduction of real-world scenarios. When generated in the frequency domain, the 2D-IFFT provides an efficient way of transforming commonly used range Doppler maps into the desired modulation signals. This way, range-velocity profiles of complex traffic participants such as pedestrians or cyclists can be generated and simulated in arbitrary circumstances. |
doi_str_mv | 10.1109/JMW.2022.3153690 |
format | article |
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Key interest is the generation and the replay of arbitrary signals for a CS-FMCW radar by directly modulating the carrier signal. This approach enables the reproduction of traffic scenarios including significant micro-Doppler signatures of traffic participants. In the presented approach, the received E band signal is converted from the RF to an IF band, in which the information about velocity and range of a target is modulated with the usage of an IQ modulator. Since the working principle of the radar target simulator is not based on a delay line, the target profiles can solely be generated on the PC from where they are modulated onto the radar signal via digital-analog conversion. The modulation signals can either be generated in the time or frequency domain which allows an accurate and fast reproduction of real-world scenarios. When generated in the frequency domain, the 2D-IFFT provides an efficient way of transforming commonly used range Doppler maps into the desired modulation signals. 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Key interest is the generation and the replay of arbitrary signals for a CS-FMCW radar by directly modulating the carrier signal. This approach enables the reproduction of traffic scenarios including significant micro-Doppler signatures of traffic participants. In the presented approach, the received E band signal is converted from the RF to an IF band, in which the information about velocity and range of a target is modulated with the usage of an IQ modulator. Since the working principle of the radar target simulator is not based on a delay line, the target profiles can solely be generated on the PC from where they are modulated onto the radar signal via digital-analog conversion. The modulation signals can either be generated in the time or frequency domain which allows an accurate and fast reproduction of real-world scenarios. When generated in the frequency domain, the 2D-IFFT provides an efficient way of transforming commonly used range Doppler maps into the desired modulation signals. This way, range-velocity profiles of complex traffic participants such as pedestrians or cyclists can be generated and simulated in arbitrary circumstances.</description><subject>Automotive radar</subject><subject>Chirp</subject><subject>Frequency modulation</subject><subject>Hardware</subject><subject>micro-Doppler signatures</subject><subject>millimeter wave radar</subject><subject>Radar</subject><subject>radar target simulator</subject><subject>Rail to rail inputs</subject><subject>Sensor systems</subject><subject>Synchronization</subject><issn>2692-8388</issn><issn>2692-8388</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>DOA</sourceid><recordid>eNpNkMtKQzEQhoMoWGr3gpu8wKlJJtdlLbVWKoIXXIY0J9GU9qTkHAXf3t4ormaYmf9j-BC6pmRIKTG3j08fQ0YYGwIVIA05Qz0mDas0aH3-r79Eg7ZdEkKYoIyB6aHxi6tdwa8-NK6kjKehCcV1KTc45oJH311e5y79BDzabFbJ71ctTg3uvgKe4DvX1FfoIrpVGwbH2kfv95O38UM1f57OxqN55UHRrqKMKGZqoWpD4gIWWkTFBSMajHFeKE6YB9h-pYOKzHglKXcqBjCUg9IS-mh24NbZLe2mpLUrvza7ZPeDXD6tK13yq2AlaBlBcB2N5BKEpkJFz5mKTvFY8y2LHFi-5LYtIZ54lNidU7t1andO7dHpNnJziKQQwuncKOAMJPwBxKhu-g</recordid><startdate>20220401</startdate><enddate>20220401</enddate><creator>Rippl, Patrick</creator><creator>Iberle, Johannes</creator><creator>Scharf, Philipp A.</creator><creator>Walter, Thomas</creator><general>IEEE</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-2266-5519</orcidid><orcidid>https://orcid.org/0000-0001-8794-1863</orcidid><orcidid>https://orcid.org/0000-0002-6232-6052</orcidid><orcidid>https://orcid.org/0000-0002-4566-7314</orcidid></search><sort><creationdate>20220401</creationdate><title>Radar Scenario Generation for Automotive Applications in the E Band</title><author>Rippl, Patrick ; Iberle, Johannes ; Scharf, Philipp A. ; Walter, Thomas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-120729d57d90fb3b85f745208399ac57402c332398e7f29c7614a7fe391437863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Automotive radar</topic><topic>Chirp</topic><topic>Frequency modulation</topic><topic>Hardware</topic><topic>micro-Doppler signatures</topic><topic>millimeter wave radar</topic><topic>Radar</topic><topic>radar target simulator</topic><topic>Rail to rail inputs</topic><topic>Sensor systems</topic><topic>Synchronization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rippl, Patrick</creatorcontrib><creatorcontrib>Iberle, Johannes</creatorcontrib><creatorcontrib>Scharf, Philipp A.</creatorcontrib><creatorcontrib>Walter, Thomas</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Xplore Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) Online</collection><collection>IEEE Xplore</collection><collection>CrossRef</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE journal of microwaves</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rippl, Patrick</au><au>Iberle, Johannes</au><au>Scharf, Philipp A.</au><au>Walter, Thomas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Radar Scenario Generation for Automotive Applications in the E Band</atitle><jtitle>IEEE journal of microwaves</jtitle><stitle>JMW</stitle><date>2022-04-01</date><risdate>2022</risdate><volume>2</volume><issue>2</issue><spage>253</spage><epage>261</epage><pages>253-261</pages><issn>2692-8388</issn><eissn>2692-8388</eissn><coden>IJMEMX</coden><abstract>In this publication, a radar scenario generation approach for chirp sequence frequency modulated continuous wave radars simulating targets in the near-range of vehicle surroundings is presented. Key interest is the generation and the replay of arbitrary signals for a CS-FMCW radar by directly modulating the carrier signal. This approach enables the reproduction of traffic scenarios including significant micro-Doppler signatures of traffic participants. In the presented approach, the received E band signal is converted from the RF to an IF band, in which the information about velocity and range of a target is modulated with the usage of an IQ modulator. Since the working principle of the radar target simulator is not based on a delay line, the target profiles can solely be generated on the PC from where they are modulated onto the radar signal via digital-analog conversion. The modulation signals can either be generated in the time or frequency domain which allows an accurate and fast reproduction of real-world scenarios. 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subjects | Automotive radar Chirp Frequency modulation Hardware micro-Doppler signatures millimeter wave radar Radar radar target simulator Rail to rail inputs Sensor systems Synchronization |
title | Radar Scenario Generation for Automotive Applications in the E Band |
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