Sensor and Data Fusion Concepts and Applications
Sensor and Data Fusion Concepts and Applications
Connecting the Physical World with Pervasive Networks
IEEE Pervasive Computing
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Cleaning and querying noisy sensors
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Computer
Error characteristics of ad hoc positioning systems (aps)
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
LANDMARC: indoor location sensing using active RFID
Wireless Networks - Special issue: Pervasive computing and communications
Sensor networks for medical care
Proceedings of the 3rd international conference on Embedded networked sensor systems
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
Wearable Multisensor Heart Rate Monitor
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
An Indoor Localization Mechanism Using Active RFID Tag
SUTC '06 Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing -Vol 1 (SUTC'06) - Volume 01
Body Sensor Networks
Mathematical Techniques in Multisensor Data Fusion (Artech House Information Warfare Library)
Mathematical Techniques in Multisensor Data Fusion (Artech House Information Warfare Library)
Wireless Sensor Networks for Home Health Care
AINAW '07 Proceedings of the 21st International Conference on Advanced Information Networking and Applications Workshops - Volume 02
Sensor Networks, Wearable Computing, and Healthcare Applications
IEEE Pervasive Computing
SENDROM: sensor networks for disaster relief operations management
Wireless Networks
Pervasive healthcare and wireless health monitoring
Mobile Networks and Applications
A context-aware service platform to support continuous care networks for home-based assistance
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
Data fusion for modern engineering applications: an overview
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Declarative support for sensor data cleaning
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Healthcare service with ubiquitous sensor networks for the disabled and elderly people
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
TARA: thermal-aware routing algorithm for implanted sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Ayushman: a wireless sensor network based health monitoring infrastructure and testbed
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Assessing sensor reliability for multisensor data fusion within the transferable belief model
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Wireless sensor networks for healthcare: A survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
A static evidential network for context reasoning in home-based care
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
TTL: a transformation, transference and loading approach for active monitoring
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
A notion of event quality for contextualized planning and decision support systems
CONTEXT'11 Proceedings of the 7th international and interdisciplinary conference on Modeling and using context
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Pervasive healthcare monitoring using body sensors and wireless sensor networks is a rapidly growing area in healthcare monitoring applications. Several issues arise in these systems, such as complex distributed data processing, data fusion, unreliable data communication, and uncertainty of data analysis in order to successfully monitor patients in real time. In this paper, we introduce some of the important issues in healthcare monitoring with focus on software problems such as reliability, network robustness, and context awareness. We describe related works in data filtering, data fusion, and data analysis then we suggest new architecture for handling data cleaning, data fusion, and context and knowledge generation using multi-tiered communication and a triadic hierarchical class analysis approach. The proposed architecture is called "Pervasive Healthcare Architecture" and we discuss how it can be applied to a particular monitoring scenario.