Non-invasive Monitoring of Elderly Persons: Systems Based on Impulse-Radar Sensors and Depth Sensors

This book discusses the use of impulse-radar sensors and depth sensors for healthcare-oriented monitoring of elderly persons, focusing on data processing methods for localisation and estimation of health-related quantities. It addresses the challenges of developing acceptable and effective healthcare monitoring systems and highlights the potential of impulse-radar sensors and depth sensors to overcome these difficulties. The book provides descriptions of new Bayesian methods for person localisation and reviews existing methods, as well as the results of experimental comparisons of data-processing techniques.

Format: Paperback / softback
Length: 303 pages
Publication date: 17 April 2023
Publisher: Springer Nature Switzerland AG

This book delves into the outcomes of a comprehensive study focused on developing healthcare-oriented monitoring systems for elderly individuals. It specifically emphasizes the methodologies employed to process data from impulse-radar sensors and depth sensors, with the primary objective of localizing monitored individuals and estimating valuable healthcare-related quantities. Thorough mathematical descriptions of the considered methods, along with their corresponding algorithms and the results of their rigorous testing in real-world scenarios, are provided. Furthermore, the book elucidates the motivations behind the development of healthcare-oriented monitoring systems and outlines the specific real-world needs that these systems can address.

In the face of the global aging population and the limited availability of healthcare professionals, healthcare systems worldwide are grappling with significant challenges. These challenges can be addressed through the development of innovative technologies aimed at enhancing the quality of life for elderly individuals and improving the efficiency of public health management. Monitoring systems have the potential to play a pivotal role in this strategy by providing valuable information on the evolving health status of independently living elderly individuals, enabling healthcare personnel to respond promptly to potential dangerous situations. While these facts are widely recognized, the widespread adoption of such systems in healthcare facilities and households remains limited. This can be attributed to the complexities associated with the development of technological solutions that are both acceptable to monitored individuals and capable of delivering valuable healthcare information to healthcare professionals.

The impulse-radar sensors and depth sensors considered in this book offer a promising solution to these challenges. Unlike wearable sensors, which can be cumbersome for the monitored individuals, these non-intrusive sensors provide a convenient and unobtrusive means of monitoring health status. By leveraging the unique capabilities of these sensors, healthcare-oriented monitoring systems can be designed to provide valuable insights into the well-being of elderly individuals, while simultaneously minimizing the impact on their daily lives.

The book comprehensively explores the theoretical foundations, algorithms, and practical applications of healthcare-oriented monitoring systems utilizing impulse-radar sensors and depth sensors. It discusses the challenges associated with data processing, including noise reduction, feature extraction, and pattern recognition. The authors present comprehensive mathematical models and algorithms to address these challenges, demonstrating their effectiveness through experimental results and case studies.

Furthermore, the book sheds light on the ethical considerations and privacy concerns associated with healthcare-oriented monitoring systems. It emphasizes the importance of ensuring the privacy and confidentiality of monitored individuals while maximizing the benefits of the technology. The authors propose robust security protocols and data anonymization techniques to address these concerns, ensuring that the collected data is used solely for healthcare purposes and not for any other purposes.

In conclusion, this book provides a comprehensive and in-depth exploration of healthcare-oriented monitoring systems for elderly individuals. It offers a valuable resource for researchers, practitioners, and policymakers interested in developing innovative solutions to address the challenges posed by the aging population. By leveraging the potential of impulse-radar sensors and depth sensors, healthcare-oriented monitoring systems can be designed to improve the quality of life for elderly individuals, enhance their independence, and promote better healthcare outcomes.

Weight: 492g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030960117
Edition number: 1st ed. 2022