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References (24)
-
P. Boonma, J. Suzuki (2009)
Toward Interoperable Publish/Subscribe Communication between Wireless Sensor Networks and Access Networks2009 6th IEEE Consumer Communications and Networking Conference
-
Hongjoong Sin, Jangsoo Lee, Sungju Lee, Seunghwan Yoo, Sanghyuck Lee, Jaesik Lee, Yongjun Lee, Sungchun Kim (2008)
Agent-based Framework for Energy Efficiency in Wireless Sensor NetworksWorld Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering, 2
-
Choon-Sung Nam, Hee-Jin Jeong, D. Shin (2008)
Design and Implementation of the Publish/Subscribe Middleware for Wireless Sensor Networks2008 Fourth International Conference on Networked Computing and Advanced Information Management, 1
-
E. Zitzler, L. Thiele (1999)
Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approachIEEE Trans. Evol. Comput., 3
-
Michael Gregoire, I. Koren (2007)
An Adaptive Algorithm for Fault Tolerant Re-Routing in Wireless Sensor NetworksFifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)
-
P. Boonma, J. Suzuki (2008)
Exploring self-star properties in cognitive sensor networking2008 International Symposium on Performance Evaluation of Computer and Telecommunication Systems
-
Miaomiao Wang, Jiannong Cao, Jing Li, Sajal Das (2008)
Middleware for Wireless Sensor Networks: A SurveyJournal of Computer Science and Technology, 23
-
Paolo Costa, G. Picco, Silvana Rossetto (2005)
Publish-subscribe on sensor networks: a semi-probabilistic approachIEEE International Conference on Mobile Adhoc and Sensor Systems Conference, 2005.
-
Jie Jia, Jing Chen, G. Chang, Zhenhua Tan (2009)
Energy efficient coverage control in wireless sensor networks based on multi-objective genetic algorithmComput. Math. Appl., 57
-
Antonio Carzaniga, M. Rutherford, A. Wolf (2004)
A routing scheme for content-based networkingIEEE INFOCOM 2004, 2
-
P. Marrón, A. Lachenmann, D. Minder, M. Gauger, O. Saukh, K. Rothermel (2005)
Management and configuration issues for sensor networksInternational Journal of Network Management, 15
-
J. Teich (2001)
Pareto-Front Exploration with Uncertain Objectives -
Guillermo Molina, E. Alba, E. Talbi (2008)
Optimal Sensor Network Layout Using Multi-Objective MetaheuristicsJ. Univers. Comput. Sci., 14
-
H. Eskandari, C. Geiger, Robert Bird (2007)
Handling uncertainty in evolutionary multiobjective optimization: SPGA2007 IEEE Congress on Evolutionary Computation
-
E. Souto, Germano Guimarães, Glauco Vasconcelos, M. Vieira, N. Rosa, C. Ferraz, J. Kelner (2005)
Mires: a publish/subscribe middleware for sensor networksPersonal and Ubiquitous Computing, 10
-
Dhia Mahjoub, H. El-Rewini (2007)
Adaptive Constraint-Based Multi-Objective Routing for Wireless Sensor NetworksIEEE International Conference on Pervasive Services
-
Erfu Yang, A. Erdogan, T. Arslan, Nick Barton (2007)
Multi-objective evolutionary optimizations of a space-based reconfigurable sensor network under hard constraintsSoft Computing, 15
-
R. Rajagopalan, C. Mohan, P. Varshney, K. Mehrotra (2005)
Multi-objective mobile agent routing in wireless sensor networks2005 IEEE Congress on Evolutionary Computation, 2
-
V. Shnayder, Mark Hempstead, Bor-rong Chen, Geoffrey Werner-Allen, M. Welsh (2004)
Simulating the power consumption of large-scale sensor network applications -
Paolo Costa, G. Coulson, C. Mascolo, L. Mottola, G. Picco, S. Zachariadis (2007)
Reconfigurable Component-based Middleware for Networked Embedded SystemsInternational Journal of Wireless Information Networks, 14
-
F. Xue, A. Sanderson, R. Graves (2006)
Multi-Objective Routing in Wireless Sensor Networks with a Differential Evolution Algorithm2006 IEEE International Conference on Networking, Sensing and Control
-
A. Watson (2002)
OMG (Object Management Group) architecture and CORBA (common object request broker architecture) specification -
P. Boonma, J. Suzuki (2008)
Middleware Support for Pluggable Non-Functional Properties in Wireless Sensor Networks2008 IEEE Congress on Services - Part I
-
N. Srinivas, K. Deb (1994)
Muiltiobjective Optimization Using Nondominated Sorting in Genetic AlgorithmsEvolutionary Computation, 2
- Publisher
- Inderscience Publishers
- Copyright
- Copyright © Inderscience Enterprises Ltd. All rights reserved
- ISSN
- 1754-8632
- eISSN
- 1754-8640
- DOI
- 10.1504/IJAACS.2011.039723
- Publisher site
- See Article on Publisher Site
Abstract
This paper focuses on three key issues that the publish/subscribe (pub/sub) communication scheme faces for event routing in wireless sensor networks (WSNs): (1) balancing trade-offs among conflicting performance objectives such as data yield, data fidelity and power efficiency; (2) satisfying quality of service (QoS) requirements such as latency and (3) considering noise in evaluating event routing performance. To address these issues, this paper investigates self-adaptive event routing in TinyDDS, which is pub/sub middleware for WSNs. With its noise-aware and constraint-based evolutionary multiobjective optimisation framework, La Niña, TinyDDS autonomously adapts its routing parameters to dynamic network conditions by reducing the impacts of noise on performance evaluation and seeking the optimal trade-offs among performance objectives under given QoS requirements. Simulation results validate this ability of TinyDDS in large-scale, dynamic and noisy WSNs. TinyDDS is implemented lightweight enough to operate on resource-limited sensor nodes.
Journal
International Journal of Autonomous and Adaptive Communications Systems – Inderscience Publishers
Published: Jan 1, 2011