Recent Advances in Indoor Localization Systems and Technologies
Despite the enormous technical progress seen in the past few years, the maturity of indoor localization technologies has not yet reached the level of GNSS solutions. The 23 selected papers in this book present the recent advances and new developments in indoor localization systems and technologies,...
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| Formato: | Online |
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| Idioma: | inglês |
| Publicado em: |
MDPI - Multidisciplinary Digital Publishing Institute
2022
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| Acesso em linha: | ONIX_20220111_9783036514833_494 |
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| _version_ | 1869520515062824960 |
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| collection | Directory of Open Access Books |
| description | Despite the enormous technical progress seen in the past few years, the maturity of indoor localization technologies has not yet reached the level of GNSS solutions. The 23 selected papers in this book present the recent advances and new developments in indoor localization systems and technologies, propose novel or improved methods with increased performance, provide insight into various aspects of quality control, and also introduce some unorthodox positioning methods. |
| format | Online |
| id | doab-20.500.12854ir-76759 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-767592024-04-09T23:16:38Z Recent Advances in Indoor Localization Systems and Technologies Simon, Gyula Sujbert, László filter finite memory structure infinite memory structure smoother target tracking Indoor Positioning System WLAN C-Means K-Means Access Point Selection RSS-fingerprint smartphone pedestrian dead reckoning heading estimation autoregressive model adaptive Kalman filter indoor localization Wi-Fi received signal strength indicator (RSSI) semisupervised learning feature extraction mobile fingerprinting trajectory learning localization hybrid localization Bluetooth Low Energy extended kalman filter internet of things proximity sensors smartphone sensors pedestrian dead reckoning (PDR) Wi-Fi indoor positioning sensor fusion frameworks Kalman filter location fingerprinting trilateration received signal strength indication (RSSI) indoor positioning 5G system hybrid positioning geometric dilution of precision closed-form solution Cramer-Rao lower bound visually impaired (VI) computer vision deep learning multi-label convolutional support vector machine (M-CSVM) assistive technology visually impaired navigational system indoor navigation markers mobile robots wireless sensor network time of arrival (TOA) NLOS modified probabilistic data association (MPDA) indoor location recognition received signal strength (RSS) Wi-Fi fingerprint positioning deep neural network (DNN) optimization methods adaptive filter hidden Markov models (HMM) I/O detection GPS signal machine learning positioning applications. PDR geomagnetic positioning particle filter genetic algorithm Wi-Fi fine timing measurement NLOS identification Gaussian model carrier phase differential pseudolite system extended Kalman filter reliability integrity monitoring transparent obstacle recognition reflection noise laser range finder path planning mobile robot automated data acquisition remote sensing technologies automated progress reporting data fusion tracking resources bearing estimation azimuth estimation signal processing position estimation photodiode array indoor ranging algorithm channel state information received signal strength indicator VPR fusion navigation UWB multi-path detection NLOS and MP discrimination SVM random forest multilayer perceptron LOS DWM1000 fingerprinting smart buildings mobile devices indoor localization technologies model based techniques quality control thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Despite the enormous technical progress seen in the past few years, the maturity of indoor localization technologies has not yet reached the level of GNSS solutions. The 23 selected papers in this book present the recent advances and new developments in indoor localization systems and technologies, propose novel or improved methods with increased performance, provide insight into various aspects of quality control, and also introduce some unorthodox positioning methods. 2022-01-11T13:41:11Z 2022-01-11T13:41:11Z 2021 book ONIX_20220111_9783036514833_494 9783036514833 9783036514840 https://directory.doabooks.org/handle/20.500.12854/76759 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/4208 https://mdpi.com/books/pdfview/book/4208 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-1484-0 10.3390/books978-3-0365-1484-0 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036514833 9783036514840 502 Basel, Switzerland open access |
| spellingShingle | filter finite memory structure infinite memory structure smoother target tracking Indoor Positioning System WLAN C-Means K-Means Access Point Selection RSS-fingerprint smartphone pedestrian dead reckoning heading estimation autoregressive model adaptive Kalman filter indoor localization Wi-Fi received signal strength indicator (RSSI) semisupervised learning feature extraction mobile fingerprinting trajectory learning localization hybrid localization Bluetooth Low Energy extended kalman filter internet of things proximity sensors smartphone sensors pedestrian dead reckoning (PDR) Wi-Fi indoor positioning sensor fusion frameworks Kalman filter location fingerprinting trilateration received signal strength indication (RSSI) indoor positioning 5G system hybrid positioning geometric dilution of precision closed-form solution Cramer-Rao lower bound visually impaired (VI) computer vision deep learning multi-label convolutional support vector machine (M-CSVM) assistive technology visually impaired navigational system indoor navigation markers mobile robots wireless sensor network time of arrival (TOA) NLOS modified probabilistic data association (MPDA) indoor location recognition received signal strength (RSS) Wi-Fi fingerprint positioning deep neural network (DNN) optimization methods adaptive filter hidden Markov models (HMM) I/O detection GPS signal machine learning positioning applications. PDR geomagnetic positioning particle filter genetic algorithm Wi-Fi fine timing measurement NLOS identification Gaussian model carrier phase differential pseudolite system extended Kalman filter reliability integrity monitoring transparent obstacle recognition reflection noise laser range finder path planning mobile robot automated data acquisition remote sensing technologies automated progress reporting data fusion tracking resources bearing estimation azimuth estimation signal processing position estimation photodiode array indoor ranging algorithm channel state information received signal strength indicator VPR fusion navigation UWB multi-path detection NLOS and MP discrimination SVM random forest multilayer perceptron LOS DWM1000 fingerprinting smart buildings mobile devices indoor localization technologies model based techniques quality control thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Recent Advances in Indoor Localization Systems and Technologies |
| title | Recent Advances in Indoor Localization Systems and Technologies |
| title_full | Recent Advances in Indoor Localization Systems and Technologies |
| title_fullStr | Recent Advances in Indoor Localization Systems and Technologies |
| title_full_unstemmed | Recent Advances in Indoor Localization Systems and Technologies |
| title_short | Recent Advances in Indoor Localization Systems and Technologies |
| title_sort | recent advances in indoor localization systems and technologies |
| topic | filter finite memory structure infinite memory structure smoother target tracking Indoor Positioning System WLAN C-Means K-Means Access Point Selection RSS-fingerprint smartphone pedestrian dead reckoning heading estimation autoregressive model adaptive Kalman filter indoor localization Wi-Fi received signal strength indicator (RSSI) semisupervised learning feature extraction mobile fingerprinting trajectory learning localization hybrid localization Bluetooth Low Energy extended kalman filter internet of things proximity sensors smartphone sensors pedestrian dead reckoning (PDR) Wi-Fi indoor positioning sensor fusion frameworks Kalman filter location fingerprinting trilateration received signal strength indication (RSSI) indoor positioning 5G system hybrid positioning geometric dilution of precision closed-form solution Cramer-Rao lower bound visually impaired (VI) computer vision deep learning multi-label convolutional support vector machine (M-CSVM) assistive technology visually impaired navigational system indoor navigation markers mobile robots wireless sensor network time of arrival (TOA) NLOS modified probabilistic data association (MPDA) indoor location recognition received signal strength (RSS) Wi-Fi fingerprint positioning deep neural network (DNN) optimization methods adaptive filter hidden Markov models (HMM) I/O detection GPS signal machine learning positioning applications. PDR geomagnetic positioning particle filter genetic algorithm Wi-Fi fine timing measurement NLOS identification Gaussian model carrier phase differential pseudolite system extended Kalman filter reliability integrity monitoring transparent obstacle recognition reflection noise laser range finder path planning mobile robot automated data acquisition remote sensing technologies automated progress reporting data fusion tracking resources bearing estimation azimuth estimation signal processing position estimation photodiode array indoor ranging algorithm channel state information received signal strength indicator VPR fusion navigation UWB multi-path detection NLOS and MP discrimination SVM random forest multilayer perceptron LOS DWM1000 fingerprinting smart buildings mobile devices indoor localization technologies model based techniques quality control thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| topic_facet | filter finite memory structure infinite memory structure smoother target tracking Indoor Positioning System WLAN C-Means K-Means Access Point Selection RSS-fingerprint smartphone pedestrian dead reckoning heading estimation autoregressive model adaptive Kalman filter indoor localization Wi-Fi received signal strength indicator (RSSI) semisupervised learning feature extraction mobile fingerprinting trajectory learning localization hybrid localization Bluetooth Low Energy extended kalman filter internet of things proximity sensors smartphone sensors pedestrian dead reckoning (PDR) Wi-Fi indoor positioning sensor fusion frameworks Kalman filter location fingerprinting trilateration received signal strength indication (RSSI) indoor positioning 5G system hybrid positioning geometric dilution of precision closed-form solution Cramer-Rao lower bound visually impaired (VI) computer vision deep learning multi-label convolutional support vector machine (M-CSVM) assistive technology visually impaired navigational system indoor navigation markers mobile robots wireless sensor network time of arrival (TOA) NLOS modified probabilistic data association (MPDA) indoor location recognition received signal strength (RSS) Wi-Fi fingerprint positioning deep neural network (DNN) optimization methods adaptive filter hidden Markov models (HMM) I/O detection GPS signal machine learning positioning applications. PDR geomagnetic positioning particle filter genetic algorithm Wi-Fi fine timing measurement NLOS identification Gaussian model carrier phase differential pseudolite system extended Kalman filter reliability integrity monitoring transparent obstacle recognition reflection noise laser range finder path planning mobile robot automated data acquisition remote sensing technologies automated progress reporting data fusion tracking resources bearing estimation azimuth estimation signal processing position estimation photodiode array indoor ranging algorithm channel state information received signal strength indicator VPR fusion navigation UWB multi-path detection NLOS and MP discrimination SVM random forest multilayer perceptron LOS DWM1000 fingerprinting smart buildings mobile devices indoor localization technologies model based techniques quality control thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| url | ONIX_20220111_9783036514833_494 |