001446015 000__ 05349cam\a2200529Ii\4500
001446015 001__ 1446015
001446015 003__ OCoLC
001446015 005__ 20230310003933.0
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001446015 007__ cr\un\nnnunnun
001446015 008__ 220419s2022\\\\sz\a\\\\ob\\\\001\0\eng\d
001446015 020__ $$a9783030960094$$q(electronic bk.)
001446015 020__ $$a3030960099$$q(electronic bk.)
001446015 020__ $$z9783030960087$$q(print)
001446015 0247_ $$a10.1007/978-3-030-96009-4$$2doi
001446015 035__ $$aSP(OCoLC)1311405467
001446015 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dEBLCP$$dOCLCO$$dN$T$$dOCLCF$$dUKAHL$$dOCLCQ
001446015 049__ $$aISEA
001446015 050_4 $$aRT48.55
001446015 08204 $$a616.07/5$$223
001446015 1001_ $$aWagner, Jakub,$$eauthor.
001446015 24510 $$aNon-invasive monitoring of elderly persons :$$bsystems based on impulse-radar sensors and depth sensors /$$cJakub Wagner, Paweł Mazurek, Roman Z. Morawski.
001446015 264_1 $$aCham, Switzerland :$$bSpringer,$$c2022.
001446015 300__ $$a1 online resource (xvii, 303 pages) :$$billustrations (some color).
001446015 336__ $$atext$$btxt$$2rdacontent
001446015 337__ $$acomputer$$bc$$2rdamedia
001446015 338__ $$aonline resource$$bcr$$2rdacarrier
001446015 4901_ $$aHealth information science,$$x2366-0996
001446015 504__ $$aIncludes bibliographical references and index.
001446015 5050_ $$a1. Introduction to healthcare-oriented monitoring of persons -- 2. Localisation of persons by means of impulse-radar sensors : basic methods -- 3. Localisation of persons by means of impulse-radar sensors : advanced methods -- 4. Localisation of persons by means of impulse-radar sensors : comparison of methods -- 5. Denoising and differentiation of persons' movement trajectories : basic methods -- 6. Denoising and differentiation of persons' movement trajectories : advanced methods -- 7. Fusion of data from impulse-radar sensors and depth sensors -- 8. Gait analysis -- 9. Fall detection -- 10. Ethical issues related to monitoring of persons -- 11. Conclusion.
001446015 506__ $$aAccess limited to authorized users.
001446015 520__ $$aThis book covers the results of a study concerning systems for healthcare-oriented monitoring of elderly persons. It is focused on the methods for processing data from impulse-radar sensors and depth sensors, aimed at localisation of monitored persons and estimation of selected quantities informative from the healthcare point of view. It includes mathematical descriptions of the considered methods, as well as the corresponding algorithms and the results of their testing in a real-world context. Moreover, it explains the motivations for developing healthcare-oriented monitoring systems and specifies the real-world needs which may be addressed by such systems. The healthcare systems, all over the world, are confronted with challenges implied by the ageing of population and the lack of adequate recruitment of healthcare professionals. Those challenges can be met by developing new technologies aimed at improving the quality of life of elderly people and at increasing the efficiency of public health management. Monitoring systems may contribute to this strategy by providing information on the evolving health status of independently-living elderly persons, enabling healthcare personnel to quickly react to dangerous events. Although these facts are generally acknowledged, such systems are not yet being commonly used in healthcare facilities and households. This may be explained by the difficulties related to the development of technological solutions which can be both acceptable for monitored persons and capable of providing healthcare personnel with useful information. The impulse-radar sensors and depth sensors, considered in this book, have a potential for overcoming those difficulties since they are not cumbersome for the monitored persons -- if compared to wearable sensors -- and do not violate the monitored person's privacy -- if compared to video cameras. Since for safety reasons the level of power, emitted by the radar sensors, must be ultra-low, the task of detection and processing of signals is a research challenge which requires more sophisticated methods than those developed for other radar applications. This book contains descriptions of new Bayesian methods, applicable for the localisation of persons by means of impulse-radar sensors, and an exhaustive review of previously published ones. Furthermore, the methods for denoising, regularised numerical differentiation and fusion of data from impulse-radar sensors and depth sensors are systematically reviewed in this book. On top of that, the results of experiments aimed at comparing the performance of various data-processing methods, which may serve as guidelines for related future projects, are presented.
001446015 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed April 19, 2022).
001446015 650_0 $$aPatient monitoring.
001446015 650_0 $$aOlder people$$xMedical care.
001446015 650_6 $$aMonitorage (Soins hospitaliers)
001446015 650_6 $$aPersonnes âgées$$xSoins médicaux.
001446015 655_0 $$aElectronic books.
001446015 7001_ $$aMazurek, Paweł,$$eauthor.
001446015 7001_ $$aMorawski, Roman Z.,$$eauthor.
001446015 830_0 $$aHealth information science,$$x2366-0996
001446015 852__ $$bebk
001446015 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-96009-4$$zOnline Access$$91397441.1
001446015 909CO $$ooai:library.usi.edu:1446015$$pGLOBAL_SET
001446015 980__ $$aBIB
001446015 980__ $$aEBOOK
001446015 982__ $$aEbook
001446015 983__ $$aOnline
001446015 994__ $$a92$$bISE