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Deep Learning Methods for Automotive Radar Signal Processing

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Pérez González, Rodrigo
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Göttingen : Cuvillier Verlag, 2021.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Pérez González, Rodrigo. 
245 1 0 |a Deep Learning Methods for Automotive Radar Signal Processing  |h [electronic resource]. 
260 |a Göttingen :  |b Cuvillier Verlag,  |c 2021. 
300 |a 1 online resource (137 p.) 
500 |a Description based upon print version of record. 
505 0 |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 
505 8 |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 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Automobiles  |x Electronic equipment. 
650 0 |a Signal processing. 
650 6 |a Automobiles  |x Équipement électronique. 
650 6 |a Traitement du signal. 
650 7 |a Automobiles  |x Electronic equipment  |2 fast 
650 7 |a Signal processing  |2 fast 
758 |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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938 |a YBP Library Services  |b YANK  |n 302357220 
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