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Journal IssueDOI

QuESt: a QoS-based energy efficient sensor routing protocol

Navrati Saxena, +2 more
- Vol. 9, Iss: 3, pp 417-426
TLDR
A QoS-based energy-efficient sensor routing (QuESt) protocol that determines application-specific, near-optimal sensory-routes demand, by optimizing multiple QoS parameters, (end-to-end delay and bandwidth requirements) and energy consumption.
Abstract
Rapid penetration of smart wireless devices and enormous growth of wireless communication technologies has already set the stage for deployment of wireless sensor networks (WSNs). While these small sensor nodes are often considered as the future of wireless communications, they also suffer from energy constraints. On the other hand, with increasing demand for real-time services in next generation wireless networks, quality-of-service (QoS)-based routing has emerged as an interesting research topic. Naturally offering some QoS-guarantee in sensor networks raises significant challenges. The network needs to cope up with battery-constraints, while providing precise QoS (end-to-end delay and bandwidth requirement) guarantee. More precisely, designing such QoS-protocols, optimizing multiple objectives, is computationally intractable. Based on the multi-objective genetic algorithm (MOGA), in this paper we propose a QoS-based energy-efficient sensor routing (QuESt) protocol that determines application-specific, near-optimal sensory-routes demand, by optimizing multiple QoS parameters, (end-to-end delay and bandwidth requirements) and energy consumption. Simulation results demonstrate that the proposed protocol is capable of discovering a set of QoS-based, near-optimal routes, even with imprecise network information. Copyright © 2007 John Wiley & Sons, Ltd.

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Journal ArticleDOI

Wireless Multimedia Sensor Networks: Current Trends and Future Directions

TL;DR: The design challenges of WMSNs are outlined, a comprehensive discussion of the proposed architectures, algorithms and protocols for the different layers of the communication protocol stack for WMSN's are given, and the existing WMSN hardware and testbeds are evaluated.
Journal ArticleDOI

A Survey on Multipath Routing Protocols for QoS Assurances in Real-Time Wireless Multimedia Sensor Networks

TL;DR: Results of a preliminary investigation into design issues affecting the development of strategic multipath routing protocols that support multimedia data in WMSNs are presented and discussed from the network application perspective.
Journal ArticleDOI

A Survey of QoS Based Routing Protocols for Wireless Sensor Networks

TL;DR: The state of the research is presented by summarizing the work on QoS based routing protocols that has already been published and by highlighting the QoS issues that are being addressed.
Proceedings ArticleDOI

A multi-objective genetic algorithm based approach for energy efficient QoS-routing in two-tiered Wireless Sensor Networks

TL;DR: In this paper, a solution based on NSGA-II is proposed for energy efficient QoS routing in cluster based WSNs, which outperforms network performance by optimizing multiple QoS parameters and energy consumption.
Journal ArticleDOI

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

TL;DR: An effort has been made to provide a big outlook to the current “researchers” on machine learning techniques that have been employed to handle various issues in WSNs, and special attention has been given to routing problems.
References
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Book

Genetic algorithms in search, optimization, and machine learning

TL;DR: In this article, the authors present the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields, including computer programming and mathematics.

Genetic algorithms in search, optimization and machine learning

TL;DR: This book brings together the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.
Journal ArticleDOI

Muiltiobjective optimization using nondominated sorting in genetic algorithms

TL;DR: Goldberg's notion of nondominated sorting in GAs along with a niche and speciation method to find multiple Pareto-optimal points simultaneously are investigated and suggested to be extended to higher dimensional and more difficult multiobjective problems.
Proceedings ArticleDOI

Directed diffusion: a scalable and robust communication paradigm for sensor networks

TL;DR: This paper explores and evaluates the use of directed diffusion for a simple remote-surveillance sensor network and its implications for sensing, communication and computation.
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