Motion and Gesture Sensing with Radar. (Record no. 309973)

MARC details
000 -LEADER
fixed length control field 05404nam a22004093i 4500
001 - CONTROL NUMBER
control field EBC6965416
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240122001612.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 231124s2022 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781630818241
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781630818210
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC6965416
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL6965416
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1317327493
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Wang, Jian.
245 10 - TITLE STATEMENT
Title Motion and Gesture Sensing with Radar.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Norwood :
Name of producer, publisher, distributor, manufacturer Artech House,
Date of production, publication, distribution, manufacture, or copyright notice 2022.
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice �2022.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (255 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Motion and Gesture Sensing with Radar -- Contents -- Preface -- 1 Introduction -- 1.1 Radar Basics and Types -- 1.2 Frequency Bands and Civil Applicatio -- 1.3 Radar Standardization -- 1.4 Book Outline -- References -- 2 Radar System Architecture and Range Equation -- 2.1 Basic Hardware Components of Radar -- 2.1.1 Transmitter/Receiver (Transceiver) -- 2.1.2 Waveform Generator -- 2.1.3 Antennas -- 2.2 LFM Radar Architecture -- 2.3 Receiver Noise -- 2.4 Dynamic Range -- 2.5 Radar Range Equation -- 2.6 Radar System Integration -- References -- 3 Radar Signal Model and Demodulation -- 3.1 Signal Modeling -- 3.1.1 Point Target -- 3.1.2 Distributed Target -- 3.2 Radar Waveforms and Demodulation -- 3.2.1 Matched Filter -- 3.2.2 Ambiguity Function -- 3.3 Frequency Modulated Waveforms -- 3.3.1 Conventional FMCW Waveforms -- 3.3.2 LFM Chirp Train (Fast Chirp) -- 3.3.3 Stretch Processing -- 3.4 Phase Coded Waveforms -- 3.4.1 Golay Codes -- 3.5 Summary -- References -- 4 Radar Signal Processing -- 4.1 Range Processing (Fast Time Processi -- 4.1.1 Minimum Range and Maximum Unambigu -- 4.1.2 Pulse Compression -- 4.1.3 Range Resolution -- 4.1.4 Range Accuracy -- 4.1.5 Time Sidelobes Control -- 4.2 Doppler Processing (Slow Time Proces -- 4.2.1 Sampling Frequency in Slow Time Do -- 4.2.2 CIT Window Size -- 4.2.3 MTI and Clutter Cancellation -- 4.2.4 Moving Target Detector (Filter Ban -- 4.2.5 Doppler (Radial Velocity) Resoluti -- 4.2.6 Doppler (Radial Velocity) Accuracy -- 4.2.7 Doppler Sidelobes Control -- 4.3 Summary -- References -- 5 Array Signal Processing -- 5.1 Array Manifold and Model -- 5.2 Conventional Beamforming -- 5.2.1 Uniform Array and FFT Based Beamfoming -- 5.2.2 Array Resolution, Accuracy, and Sidelobes Control -- 5.2.3 Digital Beamforming Versus Analog Beamforming -- 5.3 High-Resolution Methods -- 5.4 MIMO -- 5.4.1 Virtual Array.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 5.4.2 Basic MIMO Waveforms -- 5.4.3 Summary -- References -- 6 Motion and Presence Detection -- 6.1 Introduction -- 6.2 Detection Theory -- 6.2.1 Hypothesis Testing and Decision Rules -- 6.2.2 Neyman-Pearson Criterion and Likelihood Ratio Test -- 6.3 Signal and Noise Models -- 6.3.1 Target RCS Fluctuations -- 6.3.2 Noise -- 6.4 Threshold Detection -- 6.4.1 Optimal Detection of Nonfluctuating Target -- 6.4.2 Detection Performance -- 6.4.3 Impact of Target Fluctuation -- 6.5 Constant False Alarm Rate Detection -- 6.5.1 Cell-Averaging CFAR -- 6.5.2 Greatest-of and Least-of CFAR -- 6.5.3 Ordered Statistics CFAR -- 6.6 Clutter Rejection -- 6.6.1 Regions of Interest -- 6.6.2 Doppler Filtering -- 6.6.3 Spatial Filtering -- 6.6.4 Adaptive and Machine Learned Clutter Filters -- 6.7 Interference -- 6.8 Detection Pipeline Design -- References -- 7 Radar Machine Learning -- 7.1 Machine Learning Fundamentals -- 7.1.1 Supervised Learning -- 7.1.2 Linear Regression -- 7.1.3 Logistic Regression -- 7.1.4 Beyond Linear Models -- 7.1.5 Neural Networks -- 7.2 Radar Machine Learning -- 7.2.1 Machine Learning Considerations for Radar -- 7.2.2 Gesture Classification -- 7.3 Training, Development, and Testing Datasets -- 7.4 Evaluation Methodology -- 7.4.1 Machine Learning Classification Metrics -- 7.4.2 Classification Metrics for Time Series Data -- 7.5 The Future of Radar Machine Learning -- 7.5.1 What's Next? -- 7.5.2 Self Supervised Learning -- 7.5.3 Meta Learning -- 7.5.4 Sensor Fusion -- 7.5.5 Radar Standards, Libraries, and Datasets -- 7.6 Conclusion -- References -- 8 UX Design and Applications -- 8.1 Overview -- 8.2 Understanding Radar for Human-Computer Interaction -- 8.3 A New Interaction Language for Radar Technology -- 8.3.1 Explicit Interactions: Gestures -- 8.3.2 Implicit Interactions: Anticipating Users' Behaviors -- 8.3.3 Movement Primitives -- 8.4 Use Cases.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note References -- 9 Research and Applications -- 9.1 Technological Trends -- 9.2 Radar Standardization -- 9.3 Emerging Applications -- References -- About the Authors -- Index.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher supplied metadata and other sources.
590 ## - LOCAL NOTE (RLIN)
Local note Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lien, Jaime.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Wang, Jian
Title Motion and Gesture Sensing with Radar
Place, publisher, and date of publication Norwood : Artech House,c2022
International Standard Book Number 9781630818210
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=6965416">https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=6965416</a>
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