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Energy-Efficient Monitoring in Software Defined Wireless Sensor Networks Using Reinforcement Learning: A Prototype

Ru Huang, Xiaoli Chu, Jie Zhang, Yu Hen Hu
2015 International Journal of Distributed Sensor Networks  
In this paper, we propose a software defined WSN (SDWSN) prototype to improve the energy efficiency and adaptability of WSNs for environmental monitoring applications, taking into account the constraints  ...  Software defined wireless networks (SDWNs) present an innovative framework for virtualized network control and flexible architecture design of wireless sensor networks (WSNs).  ...  in switch's flow table, in order to analyze the link state information and calculate the BWU.  ... 
doi:10.1155/2015/360428 fatcat:e6aig4afpbdatcl2vdscl7rgde

Exploiting Web Technologies to Build Autonomic Wireless Sensor Networks [chapter]

Flávia C. Delicato, Luci Pirmez, Paulo F. Pires, José Ferreira de Rezende
2006 IFIP International Federation for Information Processing  
Also, a set of ontologies is defined as part of the framework for representing shared knowledge of the WSN domain.  ...  We present a more flexible architectural approach for building WSNs, in which application-specific features are decoupled from the underlying communication infrastructure, although affecting the network  ...  Acknowledgements This work was supported by the Brazilian Research Council, CNPq. Flávia C. Delicato and al.  ... 
doi:10.1007/978-0-387-34736-3_7 fatcat:uhb476d53reepeluwdgqatyfke

Reflective middleware for wireless sensor networks

Flávia C. Delicato, Paulo F. Pires, Luiz Rust, Luci Pirmez, José Ferreira de Rezende
2005 Proceedings of the 2005 ACM symposium on Applied computing - SAC '05  
Besides supplying an abstract programming model to WSN applications, it keeps the balance between application QoS requirements and the network lifetime.  ...  Wireless Sensor Networks (WSNs) are distributed systems whose main goal is to collect and deliver data to applications. This paper proposes a reflective, service-oriented middleware for WSN.  ...  Several protocols for WSNs have been proposed to support the delivery of the collected data in a robust and energy efficient way [7] .  ... 
doi:10.1145/1066677.1066937 dblp:conf/sac/DelicatoPRPR05 fatcat:ytyhmjlua5akbosqxzh2s64kzm

QoS Challenges and Opportunities in Wireless Sensor/Actuator Networks

Feng Xia
2008 Sensors  
Sensors gather information about the state of physical world. Actuators react to this information by performing appropriate actions.  ...  To spark new research and development interests in this field, this paper examines and discusses the requirements, critical challenges, and open research issues on QoS management in WSANs.  ...  This work is supported in part by Australian Research Council (ARC) under the Discovery Projects grant DP0559111 and China Postdoctoral Science Foundation under grant 20070420232.  ... 
doi:10.3390/s8021099 pmid:27879755 pmcid:PMC3927516 fatcat:5gufgvm5abhvnnhbod2eely6xm

A Model-Driven Software Development Approach Using OMG DDS for Wireless Sensor Networks [chapter]

Kai Beckmann, Marcus Thoss
2010 Lecture Notes in Computer Science  
In this paper, we argue that the combination of DDS features and MDSD can successfully be applied to WSN systems, and we present the design of an appropriate approach, describing an architecture, metamodels  ...  Model-driven software development (MDSD) promises to reduce errors and efforts needed for complex software projects by automated code generation from abstract software models.  ...  Additionally, DDS supports QoS requirements that can be exploited to match resource limitations of sensor nodes and communication channels.  ... 
doi:10.1007/978-3-642-16256-5_11 fatcat:yrzbquhsxfacjh4v6hkw5uwcua

Software Defined Networking for Improved Wireless Sensor Network Management: A Survey

Musa Ndiaye, Gerhard Hancke, Adnan Abu-Mahfouz
2017 Sensors  
Software Defined Networking (SDN) provides a promising solution in flexible management WSNs by allowing the separation of the control logic from the sensor nodes/actuators.  ...  This paper highlights some of the recent work on traditional WSN management in brief and reviews SDN-based management techniques for WSNs in greater detail while drawing attention to the advantages that  ...  Author Contributions: All the authors have equally contributed to this article. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s17051031 pmid:28471390 pmcid:PMC5469636 fatcat:ncnwi72ifvgv3kp3jsj6yssdvy

Performance and Challenges of Service-Oriented Architecture for Wireless Sensor Networks

Remah Alshinina, Khaled Elleithy
2017 Sensors  
This middleware does not support SOM architecture that is integrated with WSNs [4].  ...  Service-Oriented Architecture (SOA) is a software architecture that can be integrated with WSN applications to address those challenges.  ...  This approach should be supported in real-time, which can allow the programmers to recognize (define) QoS among the services by using communication.  ... 
doi:10.3390/s17030536 pmid:28282896 pmcid:PMC5375822 fatcat:7gclagtaevfzzpdirbtvbogfri

Utilising artificial intelligence in software defined wireless sensor network

Omolemo Godwill Matlou, Adnan M. Abu-Mahfouz
2017 IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society  
Software Defined Wireless Sensor Network (SDWSN) is realised by infusing Software Defined Network (SDN) model in Wireless Sensor Network (WSN) , Reason for that is to overcome the challenges of WSN.  ...  We look at machine learning algorithms applied in SDN and discuss the possibility of using these AI in SDWSN to address the WSN challenges and improve its performance and reliability.  Dynamic environments  ...  Application of SDN to WSN gives rise to SDWSN (software defined wireless sensor network).  ... 
doi:10.1109/iecon.2017.8217065 dblp:conf/iecon/MatlouA17 fatcat:xv46bnzuwrdtvdfqgasdotdroa

Energy Efficient And Qos Aware Ant Colony Optimization (Eq-Aco) Routing Protocol For Wireless Sensor Networks

U Devee Prasan
2012 International Journal of Distributed and Parallel systems  
where traditional wired and wireless networking is unable to deploy.  ...  Wireless sensor network (WSN) is a collection of autonomous, tiny, large number of densely deployed sensor nodes; these sensor nodes are smart, effective which offers very powerful and versatile networking  ...  The sensor nodes move to the sleep state when there is no work to be performed in order to conserve energy. The sensors in sleep state move into active state upon occurrence of an event.  ... 
doi:10.5121/ijdps.2012.3122 fatcat:72jktjujnvhlrl4cy2hsuomt4y

SBR: A Novel Architecture of Software Defined Network Using the RPL Protocol for Internet of Things

Paul Sanmartin, Karen Avila, Sebastian Valle, Javier Gomez, Daladier Jabba
2021 IEEE Access  
This association was developed using RPL-SIGMA to solve various IoT and Wireless Sensor Networks (WSN) problems.  ...  This paper proposes a novel architecture named SBR, a software defined network (SDN) architecture using as a routing protocol RPL, a Protocol for Low-Power, and Lossy Networks for Internet of Things (IoT  ...  [43] have introduced a mechanism to support differentiated levels of QoS in WSN through SDN-WISE.  ... 
doi:10.1109/access.2021.3106950 fatcat:ooypnags5zdcbctaorv6ojomq4

Multi-Agent Architecture for the Design of WSN Applications

Abdelhakim Hamzi, Mouloud Koudil, Jean-Paul Jamont, Michel Occello
2013 Wireless Sensor Network  
This work aims to contribute in the help of the design of WSN applications.  ...  A good tasks scheduling must take in consideration the energetic capability of each node. Query Management Since the WSN is used to response to different kind of  ...  It also has to maintain up-dated information about its own state, in order to inform the other planning-agents and be capable of taking right decisions.  ... 
doi:10.4236/wsn.2013.52003 fatcat:kq2wiv3n6befdbpkatt2xlaquy

Constraint-based self-adaptation of wireless sensor networks

Nadia Gamez, Daniel Romero, Lidia Fuentes, Romain Rouvoy, Laurence Duchien
2012 Proceedings of the 2nd International Workshop on Adaptive Services for the Future Internet and 6th International Workshop on Web APIs and Service Mashups on - WAS4FI-Mashups '12  
Thus, in this paper, we propose to exploit Constraint-Satisfaction Problem (CSP) techniques in order to find a suitable configuration for self-adapting WSNs, modelled using a Dynamic Software Product Line  ...  In recent years, the Wireless Sensor Networks (WSNs) have become a useful mechanism to monitor physical phenomena in environments.  ...  They are reified by the following dimensions: • Quality of Service (QoS): In WSNs, QoS properties such as latency and accuracy of the sensed information may be critical.  ... 
doi:10.1145/2377836.2377842 fatcat:r6b6k6k5arho3nk7lcpjg5s4re

SDN and Virtualization Solutions for the Internet of Things: A Survey

Nikos Bizanis, Fernando A. Kuipers
2016 IEEE Access  
In this paper, we survey the state of the art on the application of SDN and NV to IoT.  ...  INDEX TERMS Internet of things (IoT), software defined networking (SDN), network virtualization (NV), network functions virtualization (NFV), 5G, wireless sensor network (WSN).  ...  As an example, they outline a technique inspired from the concept of Software Defined Radio (SDR), of creating virtual network ''slices'' to support multiple wireless protocol instances (e.g., LTE, ZigBee  ... 
doi:10.1109/access.2016.2607786 fatcat:3gyxcbgouzevznjlmmnfiq6d2u

QoS Challenges and Opportunities in Wireless Sensor/Actuator Networks [article]

Feng Xia
2008 arXiv   pre-print
Sensors gather information about the state of physical world. Actuators react to this information by performing appropriate actions.  ...  To spark new research and development interests in this field, this paper examines and discusses the requirements, critical challenges, and open research issues on QoS management in WSANs.  ...  This work is supported in part by Australian Research Council (ARC) under the Discovery Projects grant DP0559111 and China Postdoctoral Science Foundation under grant 20070420232.  ... 
arXiv:0806.0128v1 fatcat:ruwywgrrfzcohi46hgx6t7egae

Wireless Software Defined Networking: A Survey and Taxonomy

Israat Tanzeena Haque, Nael Abu-Ghazaleh
2016 IEEE Communications Surveys and Tutorials  
Software defined networking (SDN) is a recent networking architecture with promising properties relative to these weaknesses in traditional networks.  ...  Index Terms-Wireless networks, software defined networking. 1553-877X  ...  In addition, it maintains the network state information to make necessary changes in the assigned sensing tasks.  ... 
doi:10.1109/comst.2016.2571118 fatcat:pwla57kz6baxbctab7abisi2sy
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