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Distributed Activity Recognition with Fuzzy-Enabled Wireless Sensor Networks [chapter]

Mihai Marin-Perianu, Clemens Lombriser, Oliver Amft, Paul Havinga, Gerhard Tröster
Distributed Computing in Sensor Systems  
Wireless sensor nodes can act as distributed detectors for recognizing activities online, with the final goal of assisting the users in their working environment.  ...  We propose an activity recognition architecture based on fuzzy logic, through which multiple nodes collaborate to produce a reliable recognition result from unreliable sensor data.  ...  This paper describes work undertaken in the context of the SENSEI project, "Integrating the Physical with the Digital World of the Network of the Future" (, contract number: 215923  ... 
doi:10.1007/978-3-540-69170-9_20 dblp:conf/dcoss/Marin-PerianuLAHT08 fatcat:xp3mbjj26ffitfn6cj37g6hvzm

Intelligent sensing and decision making in smart technologies

Wenbing Zhao, Jinsong Wu, Peng Shi, Hongqiao Wang
2018 International Journal of Distributed Sensor Networks  
Wenbing Zhao1, Jinsong Wu2, Peng Shi3 and Hongqiao Wang4 1Cleveland et al. presented their work on sensor selection for activity recognition using wearable wireless sensors for human activity recognition  ...  compression in wireless sensor networks.''  ... 
doi:10.1177/1550147718813754 fatcat:w5i57qubebdbldtrheanao5l7a

Soft Computing in Wireless Sensors Networks

Alexey N. Averkin, A. G. Belenki
2007 European Society for Fuzzy Logic and Technology  
The embedded soft computing approach in wireless sensor networks is suggested.  ...  This approach means a combination of embedded fuzzy logic and neural networks models for information processing in complex environment with uncertain, imprecise, fuzzy measuring data.  ...  Introduction The technology of fuzzy and neuro-fuzzy systems in WSN uses soft computing approach to increase performance of wireless sensors networks (WSN) and to make them more intelligent.  ... 
dblp:conf/eusflat/AverkinB07 fatcat:plx4irrwbff7xkgfexbgwtvmz4

Handbook of Approximation Algorithms and Metaheuristics

J. Marecek
2010 Computer journal  
Distributed Fair Scheduling In Wireless Ad Hoc And Sensor Networks 8. Optimized Energy And Delay-based Routing In Wireless Ad Hoc and Sensor Networks 9.  ...  Face Recognition and Pose Estimation with Parametric Linear Subspaces 4. 4D Segmentation of Cardiac Data Using Active Surfaces with Spatiotemporal Shape Priors 5.  ... 
doi:10.1093/comjnl/bxp121 fatcat:mb4aqvqdefelplcsj3f7apxgoy

Organizing Context Information Processing in Dynamic Wireless Sensor Networks

Clemens Lombriser, Mihai Marin-Perianu, Raluca Marin-Perianu, Daniel Roggen, Paul Havinga, Gerhard Troster
2007 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information  
This paper presents the e-SENSE middleware architecture for distributed processing of context information in dynamic wireless sensor networks.  ...  The higher layer is responsible for complex context inference and recognition. As a concrete example we evaluate the distributed recognition of human activities in a car assembly process.  ...  ACKNOWLEDGMENTS This paper describes work undertaken in the context of the e-SENSE project, 'Capturing Ambient Intelligence for Mobile Communications through Wireless Sensor Networks' (  ... 
doi:10.1109/issnip.2007.4496821 fatcat:ofc7pds4dfhpfdtuq4hpgsufo4

A review of smart homes in healthcare

Mohsen Amiribesheli, Asma Benmansour, Abdelhamid Bouchachia
2015 Journal of Ambient Intelligence and Humanized Computing  
In particular, the survey will expose infrastructure technologies such as sensors and communication platforms along with artificial intelligence techniques used for modeling and recognizing activities.  ...  A SH system is usually equipped with a collection of inter-related software and hardware components to monitor the living space by capturing the behaviour of the resident and understanding his activities  ...  Low-Powered Wireless Networks Low-Powered Wireless (LPW) or low energy wireless standards have been designed in a way to allow power sensitive devices like sensors to function with minimum low consumption  ... 
doi:10.1007/s12652-015-0270-2 fatcat:qtygvlakxzestediuejdphkeai

Odor Recognition and Localization Using Sensor Networks [chapter]

Rabie Ramadan
2010 Wireless Sensor Networks: Application-Centric Design  
Such features enable wireless sensor networks (WSN) to play an essential role in odor detection.  ...  Odor Recognition and Localization Using Sensor Networks, Wireless Sensor Networks: Application-Centric Design, Yen Kheng Tan (Ed.), ISBN: 978-953-307-321-7, InTech, Available from:  ... 
doi:10.5772/12979 fatcat:anf7ycnq35f25nzahl5gexb5mq

Table of content

2009 2009 IEEE International Conference on Pervasive Computing and Communications  
: A Practical Wireless Sensor Network on the Surface of the Sea QoS enabled mobility support for mesh networks 100.pdf iMAP: Indirect Measurement of Air Pollution with Cellphones 101.pdf Extending  ...  .pdf Towards Privacy-Sensitive Participatory Sensing 116.pdf Distributed Detection of Replicas with Deployment Knowledge in Wireless Sensor Networks 117.pdf Quality-and Energy-Aware Data Compression  ... 
doi:10.1109/percom.2009.4912745 fatcat:fhuymlscefcqzge6hrv75diqou

Cooperative detection of moving targets in wireless sensor network based on fuzzy dynamic weighted majority voting decision fusion

Ahmad Aljaafreh, Liang Dong
2010 2010 International Conference on Networking, Sensing and Control (ICNSC)  
In this work, we propose a heuristic to enhance cooperative detection of moving targets within a region that is monitored by a wireless sensor network.  ...  Simulation results show that there is an optimal sensor number for distributed detection of a random process. This work is compared with the normal majority voting algorithm for hard decision fusion.  ...  Fig. 1 . 1 Two vehicles passing an area monitored by a wireless sensor network.  ... 
doi:10.1109/icnsc.2010.5461603 dblp:conf/icnsc/AljaafrehD10a fatcat:344cgycas5abpo4gaeu5jkeiie

2020 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 4

2020 IEEE Transactions on Emerging Topics in Computational Intelligence  
., +, TETCI June 2020 336-350 Body sensor networks Cooperative Coevolution Design of Multilevel Fuzzy Logic Controllers for Media Access Control in Wireless Body Area Networks.  ...  ., +, TETCI Aug. 2020 490-499 Complex-Valued Neural Networks With Nonparametric Activation Func- tions.  ... 
doi:10.1109/tetci.2020.3042423 fatcat:qj6bpqfey5gpjhqe7zvgg644l4


M. N. Hoda
2021 International Journal of Information Technology  
in wireless rechargeable sensor networks.  ...  With the increasing amount of data available with all enterprises, distributed resource management is now a common feature.  ... 
doi:10.1007/s41870-021-00612-2 pmid:33527094 pmcid:PMC7839620 fatcat:qvelaf2pojgfrkebv7ym5dqaju

Fuzzy Computing Model of Activity Recognition on WSN Movement Data for Ubiquitous Healthcare Measurement

Shu-Yin Chiang, Yao-Chiang Kan, Yun-Shan Chen, Ying-Ching Tu, Hsueh-Chun Lin
2016 Sensors  
The movements are measured by the self-developed body motion sensor, which combines both accelerometer and gyroscope chips to make an inertial sensing node compliant with a wireless sensor network (WSN  ...  We designed a fuzzy computing model that enables recognizing assigned movements in UHC with privacy.  ...  Figure 3 . 3 Cont Figure 3 . 3 Distribution of measured signals of WSN sensor with respect to the fuzzy set of the feature in activity recognition: (a) distribution sample of probability density function  ... 
doi:10.3390/s16122053 pmid:27918482 pmcid:PMC5191034 fatcat:xjmhoie3rbcplk4iy5mi53rjgi

Ubiquitous Sensor Networks and Its Application

Tai-hoon Kim, Wai-Chi Fang, Carlos Ramos, Sabah Mohammed, Osvaldo Gervasi, Adrian Stoica
2012 International Journal of Distributed Sensor Networks  
In "Logic macroprogramming for wireless sensor networks," authors evaluated Sense2P analytically and experimentally.  ...  The paper "CA 5W1H Onto: ontological context-aware model based on 5W1H" proposes an ontology-based contextaware modeling technique, along with a relevant framework, in order to enable efficient specification  ...  Sensor Networks and fuzzy image recognition for boundary sensor nodes realize the enhancement of perspective coverage, together with LRBA, MBAA, and mixed superposition algorithm for rotation angle adjustment  ... 
doi:10.1155/2012/310271 fatcat:hygq6aljtbf5xjexkyzidtlmp4

An Activity Recognition Model Using Inertial Sensor Nodes in a Wireless Sensor Network for Frozen Shoulder Rehabilitation Exercises

Hsueh-Chun Lin, Shu-Yin Chiang, Kai Lee, Yao-Chiang Kan
2015 Sensors  
Keywords: back propagation neural network (BPNN); frozen shoulder; inertial sensor node (ISN); rehabilitation activity; ubiquitous health care (UHC); wireless sensor network (WSN)  ...  The model consists of wearable wireless sensor network (WSN) inertial sensor nodes, which were developed for this study, and enables the ubiquitous measurement of bodily motions.  ...  One innovative solution that has been proposed entails combining the technology of wireless sensor networks (WSNs) with neural network algorithms to achieve motion recognition in UHC [29] .  ... 
doi:10.3390/s150102181 pmid:25608218 pmcid:PMC4327122 fatcat:h45rkwjz7fep7ep4u4dzpczms4

Progress in ambient assisted systems for independent living by the elderly

Riyad Al-Shaqi, Monjur Mourshed, Yacine Rezgui
2016 SpringerPlus  
The potential for wearable devices and sensors, as well as distributed storage and access (e.g. cloud) are yet to be fully appreciated.  ...  with care and clinical systems.  ...  However, he highlighted in his work that there is still need for innovations required in the Wireless Sensor Networks (WSN) field to enable such technologies to reach reliable and confidence application  ... 
doi:10.1186/s40064-016-2272-8 pmid:27330890 pmcid:PMC4870543 fatcat:lryotqkhsfbczggsjxjtxsi3a4
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