Sensor Signal and Information Processing III
In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem-solving. These al...
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| Materyal Türü: | Online |
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| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
MDPI - Multidisciplinary Digital Publishing Institute
2021
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| Konular: | |
| Online Erişim: | ONIX_20210501_9783036500126_113 |
| Etiketler: |
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| _version_ | 1869522719806062592 |
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| collection | Directory of Open Access Books |
| description | In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem-solving. These algorithms have the capacity to generalize and discover knowledge for themselves and to learn new information whenever unseen data are captured. The primary aim of sensor processing is to develop techniques to interpret, understand, and act on information contained in the data. The interest of this book is in developing intelligent signal processing in order to pave the way for smart sensors. This involves the mathematical advancement of nonlinear signal processing theory and its applications that extend far beyond traditional techniques. It bridges the boundary between theory and application, developing novel theoretically inspired methodologies targeting both longstanding and emergent signal processing applications. The topics range from phishing detection to integration of terrestrial laser scanning, and from fault diagnosis to bio-inspired filtering. The book will appeal to established practitioners, along with researchers and students in the emerging field of smart sensor signal processing. |
| format | Online |
| id | doab-20.500.12854ir-68367 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-683672024-04-11T15:10:20Z Sensor Signal and Information Processing III Woo, Wai Lok Gao, Bin geometric calibration long- and short-period errors equivalent bias angles sparse recovery linear array push-broom sensor deep learning signal detection modulation classification the single shot multibox detector networks the multi-inputs convolutional neural networks medical image registration similarity measure non-rigid transformation computational efficiency registration accuracy signal denoising singular value decomposition Akaike information criterion reaction wheel micro-vibration permutation entropy (PE) weighted-permutation entropy (W-PE) reverse permutation entropy (RPE) reverse dispersion entropy (RDE) time series analysis complexity sensor signal tensor principal component pursuit stable recovery tensor SVD ADMM kalman filter nonlinear autoregressive neural network noise filtering multiple-input multiple-output (MIMO) frequency-hopping code dual-function radar-communications information embedding mutual information (mi) waveform optimization spectroscopy compressed sensing inverse problems dictionary learning image registration large deformation weakly supervised high-order cumulant cyclic spectrum decision tree–support vector machine wind turbine gearbox fault cosine loss long short-term memory network indoor localization CSI fingerprinting Bayesian tracking image reconstruction computed tomography nonlocal total variation sparse-view CT low-dose CT proximal splitting row-action brain CT image audio signal processing sound event classification nonnegative matric factorization blind signal separation support vector machines brain-computer interface motor imagery machine learning internet of things pianists surface inspection aluminum ingot mask gradient response Difference of Gaussian inception-v3 EEG sleep stage wavelet packet state space model image captioning three-dimensional (3D) vision human-robot interaction Laplacian scores data reduction sensors Internet of Things (IoT) LoRaWAN n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem-solving. These algorithms have the capacity to generalize and discover knowledge for themselves and to learn new information whenever unseen data are captured. The primary aim of sensor processing is to develop techniques to interpret, understand, and act on information contained in the data. The interest of this book is in developing intelligent signal processing in order to pave the way for smart sensors. This involves the mathematical advancement of nonlinear signal processing theory and its applications that extend far beyond traditional techniques. It bridges the boundary between theory and application, developing novel theoretically inspired methodologies targeting both longstanding and emergent signal processing applications. The topics range from phishing detection to integration of terrestrial laser scanning, and from fault diagnosis to bio-inspired filtering. The book will appeal to established practitioners, along with researchers and students in the emerging field of smart sensor signal processing. 2021-05-01T15:08:15Z 2021-05-01T15:08:15Z 2021 book ONIX_20210501_9783036500126_113 9783036500126 9783036500133 https://directory.doabooks.org/handle/20.500.12854/68367 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/3377 https://mdpi.com/books/pdfview/book/3377 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-0013-3 10.3390/books978-3-0365-0013-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036500126 9783036500133 394 Basel, Switzerland open access |
| spellingShingle | geometric calibration long- and short-period errors equivalent bias angles sparse recovery linear array push-broom sensor deep learning signal detection modulation classification the single shot multibox detector networks the multi-inputs convolutional neural networks medical image registration similarity measure non-rigid transformation computational efficiency registration accuracy signal denoising singular value decomposition Akaike information criterion reaction wheel micro-vibration permutation entropy (PE) weighted-permutation entropy (W-PE) reverse permutation entropy (RPE) reverse dispersion entropy (RDE) time series analysis complexity sensor signal tensor principal component pursuit stable recovery tensor SVD ADMM kalman filter nonlinear autoregressive neural network noise filtering multiple-input multiple-output (MIMO) frequency-hopping code dual-function radar-communications information embedding mutual information (mi) waveform optimization spectroscopy compressed sensing inverse problems dictionary learning image registration large deformation weakly supervised high-order cumulant cyclic spectrum decision tree–support vector machine wind turbine gearbox fault cosine loss long short-term memory network indoor localization CSI fingerprinting Bayesian tracking image reconstruction computed tomography nonlocal total variation sparse-view CT low-dose CT proximal splitting row-action brain CT image audio signal processing sound event classification nonnegative matric factorization blind signal separation support vector machines brain-computer interface motor imagery machine learning internet of things pianists surface inspection aluminum ingot mask gradient response Difference of Gaussian inception-v3 EEG sleep stage wavelet packet state space model image captioning three-dimensional (3D) vision human-robot interaction Laplacian scores data reduction sensors Internet of Things (IoT) LoRaWAN n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Sensor Signal and Information Processing III |
| title | Sensor Signal and Information Processing III |
| title_full | Sensor Signal and Information Processing III |
| title_fullStr | Sensor Signal and Information Processing III |
| title_full_unstemmed | Sensor Signal and Information Processing III |
| title_short | Sensor Signal and Information Processing III |
| title_sort | sensor signal and information processing iii |
| topic | geometric calibration long- and short-period errors equivalent bias angles sparse recovery linear array push-broom sensor deep learning signal detection modulation classification the single shot multibox detector networks the multi-inputs convolutional neural networks medical image registration similarity measure non-rigid transformation computational efficiency registration accuracy signal denoising singular value decomposition Akaike information criterion reaction wheel micro-vibration permutation entropy (PE) weighted-permutation entropy (W-PE) reverse permutation entropy (RPE) reverse dispersion entropy (RDE) time series analysis complexity sensor signal tensor principal component pursuit stable recovery tensor SVD ADMM kalman filter nonlinear autoregressive neural network noise filtering multiple-input multiple-output (MIMO) frequency-hopping code dual-function radar-communications information embedding mutual information (mi) waveform optimization spectroscopy compressed sensing inverse problems dictionary learning image registration large deformation weakly supervised high-order cumulant cyclic spectrum decision tree–support vector machine wind turbine gearbox fault cosine loss long short-term memory network indoor localization CSI fingerprinting Bayesian tracking image reconstruction computed tomography nonlocal total variation sparse-view CT low-dose CT proximal splitting row-action brain CT image audio signal processing sound event classification nonnegative matric factorization blind signal separation support vector machines brain-computer interface motor imagery machine learning internet of things pianists surface inspection aluminum ingot mask gradient response Difference of Gaussian inception-v3 EEG sleep stage wavelet packet state space model image captioning three-dimensional (3D) vision human-robot interaction Laplacian scores data reduction sensors Internet of Things (IoT) LoRaWAN n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | geometric calibration long- and short-period errors equivalent bias angles sparse recovery linear array push-broom sensor deep learning signal detection modulation classification the single shot multibox detector networks the multi-inputs convolutional neural networks medical image registration similarity measure non-rigid transformation computational efficiency registration accuracy signal denoising singular value decomposition Akaike information criterion reaction wheel micro-vibration permutation entropy (PE) weighted-permutation entropy (W-PE) reverse permutation entropy (RPE) reverse dispersion entropy (RDE) time series analysis complexity sensor signal tensor principal component pursuit stable recovery tensor SVD ADMM kalman filter nonlinear autoregressive neural network noise filtering multiple-input multiple-output (MIMO) frequency-hopping code dual-function radar-communications information embedding mutual information (mi) waveform optimization spectroscopy compressed sensing inverse problems dictionary learning image registration large deformation weakly supervised high-order cumulant cyclic spectrum decision tree–support vector machine wind turbine gearbox fault cosine loss long short-term memory network indoor localization CSI fingerprinting Bayesian tracking image reconstruction computed tomography nonlocal total variation sparse-view CT low-dose CT proximal splitting row-action brain CT image audio signal processing sound event classification nonnegative matric factorization blind signal separation support vector machines brain-computer interface motor imagery machine learning internet of things pianists surface inspection aluminum ingot mask gradient response Difference of Gaussian inception-v3 EEG sleep stage wavelet packet state space model image captioning three-dimensional (3D) vision human-robot interaction Laplacian scores data reduction sensors Internet of Things (IoT) LoRaWAN n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20210501_9783036500126_113 |