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OCoLC |
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210731s2021 gw o ||| 0 eng d |
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|a 1262368448
|a 1262554528
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|a 3736964625
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|a 9783736964624
|q (electronic bk.)
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|b 000073109553
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|a (OCoLC)1262369993
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|a 629.2549
|2 23/eng/20220830
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|a UAMI
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|a Pérez González, Rodrigo.
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|a Deep Learning Methods for Automotive Radar Signal Processing
|h [electronic resource].
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|a Göttingen :
|b Cuvillier Verlag,
|c 2021.
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300 |
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|a 1 online resource (137 p.)
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|a Description based upon print version of record.
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|a Intro -- 1 Introduction -- 1.1 Goals and Contents of this Work -- 2 Radar Fundamentals -- 2.1 Continuous Wave Radar -- 2.2 Mono-Frequent Continuous Wave Radar -- 2.3 Linear Frequency Modulated Continuous WaveRadar -- 2.4 Chirp Sequence Frequency Modulated ContinuousWave Radar -- 2.5 Target Detection -- 2.6 Phased Arrays -- 2.7 Radar System Considerations -- 3 Machine Learning Fundamentals -- 3.1 Supervised Learning -- 3.2 Artificial Neural Networks -- 3.3 Training of Artificial Neural Networks -- 3.5 Loss Functions -- 3.6 Evaluation Metrics -- 4 Classification of Vulnerable RoadUsers
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|a 4.1 The Micro-Doppler Effect -- 4.2 Single Frame Vulnerable Road Users Classification -- 4.3 Joint Lidar and Radar Classification System -- 4.4 Concluding Remarks -- 5 Deep Learning Based Radar TargetDetection -- 5.1 Detection in Frequency Domain -- 5.2 Time Domain Detection -- 5.3 Concluding Remarks -- 6 Conclusion -- 6.1 Outlook -- Symbols -- Acronyms -- Bibliography -- Own Publications
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590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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650 |
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|a Automobiles
|x Electronic equipment.
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650 |
|
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|a Signal processing.
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650 |
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|a Automobiles
|x Équipement électronique.
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650 |
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|a Traitement du signal.
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650 |
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|a Automobiles
|x Electronic equipment
|2 fast
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650 |
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|a Signal processing
|2 fast
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758 |
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|i has work:
|a Deep Learning Methods for Automotive Radar Signal Processing (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGTYmXTjc4jM48pXj7PhHC
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
776 |
0 |
8 |
|i Print version:
|a Pérez González, Rodrigo
|t Deep Learning Methods for Automotive Radar Signal Processing
|d Göttingen : Cuvillier Verlag,c2021
|z 9783736974623
|
856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6685229
|z Texto completo
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|a YBP Library Services
|b YANK
|n 302357220
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|a EBSCOhost
|b EBSC
|n 2983906
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|b IZTAP
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