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Towards Self-organizing Virtual Macro Sensors

Nicola Bicocchi, Marco Mamei, Franco Zambonelli
2007 First International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007)  
The approach presented in this paper relies on a simple algorithm to let a sensor network self-organize a virtual partitioning in correspondence of spatial regions characterized by similar sensed patterns  ...  This makes it possible to perceive the network as if it were composed of a limited number of virtual macro sensors, a feature which promises to be very suitable for a number of incoming usage scenarios  ...  Conclusions and Future Works The proposed virtual macro sensor approach makes a sensor network self-organize into regions characterized by similar sensing patterns, so as to promote aggregation of data  ... 
doi:10.1109/saso.2007.63 dblp:conf/saso/BicocchiMZ07 fatcat:ycq3sawu4ndmhgvj7q2hjgfg2q

Self-organizing virtual macro sensors

Nicola Bicocchi, Marco Mamei, Franco Zambonelli
2012 ACM Transactions on Autonomous and Adaptive Systems  
The approach presented in this paper relies on a simple algorithm to let a sensor network self-organize a virtual partitioning in correspondence of spatial regions characterized by similar sensing patterns  ...  The result of this process is that a sensor network can be modeled as a collection of virtual macro sensors, each associated to a well-characterized region of the physical environment.  ...  CONCLUSIONS AND FUTURE WORK The proposed virtual macro sensor approach makes a sensor network self-organize into regions characterized by similar sensing patterns, so as to promote aggregation of data  ... 
doi:10.1145/2168260.2168262 fatcat:62t2sdo3brh2th5j6djkkuzz6a

Artificial Intelligence-Based Techniques for Emerging Heterogeneous Network: State of the Arts, Opportunities, and Challenges

Xiaofei Wang, Xiuhua Li, Victor C. M. Leung
2015 IEEE Access  
INDEX TERMS Artificial intelligence, genetic algorithms, ant colony optimization, self-organization networks, heterogeneous networks.  ...  self-optimization, respectively.  ...  pheromone to help an ant organize its coverage set with fewer sensors, and two global pheromone for optimizing the number of required active sensors per Point of Interest (PoI) and forming a sensor set  ... 
doi:10.1109/access.2015.2467174 fatcat:qe4ahkbtp5behaapk5bqatjjta

Opportunities of Sustainable Manufacturing in Industry 4.0

T. Stock, G. Seliger
2016 Procedia CIRP  
In order to cope with this challenge, industrial value creation must be geared towards sustainability.  ...  Currently, the industrial value creation in the early industrialized countries is shaped by the development towards the fourth stage of industrialization, the so-called Industry 4.0.  ...  In a manufacturing system, the intelligent cross-linking is realized by the application of so-called Cyber-Physical Systems (CPS) which are operating in a self-organized and decentralized manner [7, 9  ... 
doi:10.1016/j.procir.2016.01.129 fatcat:wn7j7yrdnzaann67znbzuosbnu

Using Smart City Data in 5G Self-Organizing Networks

Massimo Dalla Cia, Federico Mason, Davide Peron, Federico Chiariotti, Michele Polese, Toktam Mahmoodi, Michele Zorzi, Andrea Zanella
2018 IEEE Internet of Things Journal  
In this work, we concentrate on self-organization techniques to improve handover efficiency using vehicular traffic data gathered in London.  ...  So far, research on Smart Cities and self-organizing networking techniques for 5G cellular systems has been onesided: a Smart City relies on 5G to support massive M2M communications, but the actual network  ...  A tighter integration between the smart city and the cellular network that serves it might be one of the most promising approaches towards Self-Organizing Networks.  ... 
doi:10.1109/jiot.2017.2752761 fatcat:gfpeazcmo5c6pbkfmxtfk4ak4m

E-Mail Network Patterns and Body Language Predict Risk-Taking Attitude

Jiachen Sun, Peter Gloor
2021 Future Internet  
As the Enron scandal and Bernie Madoff's pyramid scheme have shown, individuals' attitude towards ethical risks can have a huge impact on society at large.  ...  Body Sensor Results In this section, we demonstrate the predictive effect of the body signals on individuals' attitude towards the risk of Study B.  ...  Body Sensor Results In this section, we demonstrate the predictive effect of the body signals on individuals' attitude towards the risk of Study B.  ... 
doi:10.3390/fi13010017 fatcat:d4k54qqzzfekrkocgvhqvsqwza

PRODUCTION DEVELOPMENT STRATEGIES THROUGH INDUSTRY 4.0

Alin TĂPÎRDEA, Adrian FIRU, Oana CHIVU, Anamaria FEIER, Claudiu BABIS, George DRAGHICI
2020 Journal of Research and Innovation for Sustainable Society  
In this way, the machines are able to self-organize within the production network.  ...  The traditional-Production Hierarchy is replaced by a decentralized self-organization activated by CPS.  ... 
doaj:9c579805faac48438400e644a7c8e1b4 fatcat:7e63gwohsfbenmtstxlkbpfyre

Industrial Agents and Distributed Agent-Based Learning

Stefan Bosse
2016 Proceedings (MDPI)  
In this paper, the deployment of distributed Machine Learning using mobile Agents forming self-organizing and self-adaptive systems (self-X) is discussed and posing the benefit for the enhancement of the  ...  sensor and data processing in technical and industrial systems.  ...  The ATG model is suitable to meet the high-level features of agents: Autonomy, social abilities, reactivity, pro-activity, and self-organization combined with self-adaptivity (self-X).  ... 
doi:10.3390/casa-3-s2004 fatcat:fexkgz2e4zgmtekwy5cojcda2i

Augmented Virtual Reality: Combining Crowd Sensing and Social Data Mining with Large-Scale Simulation Using Mobile Agents for Future Smart Cities

Stefan Bosse, Uwe Engel
2019 Proceedings (MDPI)  
Additionally, mobile agents can act as virtual sensors (offering data exchanged with other agents). Virtual sensors are sensor aggregators performing sensor fusion in a spatially region.  ...  The simulation world interacts with real world environments, humans, machines, and other virtual worlds in real-time.  ...  These virtual sensor network compose processing chains (user defined or ad-hoc and self-organizing).  ... 
doi:10.3390/ecsa-5-05762 fatcat:4ivcqteugrhqpfqmrihe63c4vi

Flora Robotica - Mixed Societies of Symbiotic Robot-Plant Bio-Hybrids

Heiko Hamann, Mostafa Wahby, Thomas Schmickl, Payam Zahadat, Daniel Hofstadler, Kasper Stoy, Sebastian Risi, Andres Faina, Frank Veenstra, Serge Kernbach, Igor Kuksin, Olga Kernbach (+2 others)
2015 2015 IEEE Symposium Series on Computational Intelligence  
They form an embodied, self-organizing, and distributed cognitive system which is supposed to grow and develop over long periods of time resulting in the creation of meaningful architectural structures  ...  Hence, they form a closely co-dependent and self-organized system and one can imagine many potential applications of such a setup.  ...  Hence, there is the opportunity to create self-organizing control mechanisms that emerge from a close interplay between robots and plants.  ... 
doi:10.1109/ssci.2015.158 dblp:conf/ssci/HamannWSZHSRFVK15 fatcat:7x4enb62nzdzlbvaxvi6ulwdye

makeSense: Real-world Business Processes through Wireless Sensor Networks

Florian Daniel, Joakim Eriksson, Niclas Finne, Harald Fuchs, Andrea Gaglione, Stamatis Karnouskos, Patricio Moreno Montero, Luca Mottola, Felix Jonathan Oppermann, Gian Pietro Picco, Kay Römer, Patrik Spieß (+2 others)
2013 International Symposium on Information Processing in Sensor Networks  
Wireless sensor networks (WSNs) have been a promising technology for quite some time. Their success stories are, however, restricted to environmental monitoring.  ...  WSNs can be deployed much more easily than traditional wired sensors, and are able to coordinate and self-organize so that some high-level application goal is achieved.  ...  Therefore, the makeSense run-time must be able to self-optimize towards the stated performance objectives.  ... 
dblp:conf/ipsn/DanielEFFGKMMOPRSTV13 fatcat:5k2e2v3af5gkthggv5645isxwi

Cognitive Sensor Networks: Towards Self-Adapting Ambient Intelligence for Pervasive Healthcare

Matthias Baumgarten, Maurice Mulvenna
2011 Proceedings of the 5th International ICST Conference on Pervasive Computing Technologies for Healthcare  
This paper sketches the potential and challenges of future sensor networks that provide the foundations for self-adapting ambient intelligence and briefly discusses some of the requirements thereof.  ...  This is not only based on the latest advances in sensor technology but also due to the incorporation of more powerful communication and processing mechanisms into the sensor nodes which may, eventually  ...  Thus, for useful applications to emerge it is necessary to self-organize sensors and the networks thereof in relation to their contextual proximity.  ... 
doi:10.4108/icst.pervasivehealth.2011.245981 dblp:conf/ph/BaumgartenM11 fatcat:xb7lbhwfavaerevbh4uujg37xe

Multimodal Cognitive System For Immersive User Interaction

Alessandro Calbi, Alessio Dore, Lucio Marcenaro, Carlo S. Regazzoni
2007 Proceedings of the ImmersCom  
Here a system is introduced that supplies a virtual guide service to users by means of a mobile device (e.g. Palm, tablet PC, etc.).  ...  Results show the effectiveness of the different message modalities in real situation where an user is moving towards a target guided by the system.  ...  The Proto Self computes the information regarding the organism's internal state gathered by the Proto Sensor. Similarly the Core Sensors analyse the External World and provide data to the Core Self.  ... 
doi:10.4108/icst.immerscom2007.2259 dblp:conf/immerscom/CalbiDMR07 fatcat:jp3hr67ltbaufcgf34fqe7nate

Macro and micro environment for diversity of behaviour in artificial life simulation

Eugene Ch'ng
2012 The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems  
A virtual greyscale terrain (Figure 1 and 2) could be used to map a physical terrain for sensor-based microcontrollers that detect the most adaptable location for specific engineering applications that  ...  Mainstream artificial life research concentrates on the production of emergent behaviour and self-organisation in the macro state of a population of entities.  ... 
doi:10.1109/scis-isis.2012.6505014 dblp:conf/scisisis/Chng12 fatcat:aat67zivs5arbcm573gremv6nu

Mobile Wireless Sensor Networks: An Overview [chapter]

Velmani Ramasamy
2017 Wireless Sensor Networks - Insights and Innovations  
Mobile wireless sensor networks (MWSNs) have emerged and shifted the focus from the typical static wireless sensor networks to networks with mobile sensor nodes that are capable to sense the various types  ...  Mobile sensor node architecture, residual energy utilization, mobility, topology, scalability, localization, data collection routing, Quality of Service (QoS), etc., are the key factors to design an energy  ...  This chapter presented in detail the research carried on the large-scale mobile wireless sensor networks.  ... 
doi:10.5772/intechopen.70592 fatcat:thdat6ymkffc3irfurci4kwra4
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