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Journal ArticleDOI

Energy Efficient Data Aggregation in Mobile Agent Based Wireless Sensor Network

TLDR
This paper has proposed a dynamic mobile agent based data aggregation approach that takes into consideration energy efficiency, network lifetime, end to end delay and aggregation ration while making the decision for migration of agent in multihop sensor network.
Abstract
Energy efficiency have always been a priority while designing wireless sensor networks. Introduction of mobile agent technology in wireless sensor networks for collaborative signal and information processing has provided the new scope for efficient processing and aggregation of data. Mobile agent based distributed computing paradigm offers numerous benefits over the existing and commonly used client/server computing paradigm in wireless sensor networks. Mobile agent performs the task of data processing and data aggregation at the node level rather than at the sink, thus, eliminating the redundant network overhead. One of the most important issues in mobile agent based paradigm is planning of an itinerary for agent traversal. In this paper, we have proposed a dynamic mobile agent based data aggregation approach that takes into consideration energy efficiency, network lifetime, end to end delay and aggregation ration while making the decision for migration of agent in multihop sensor network. As our approach focuses on finding the most informative route by traversing comparatively less number of nodes consequently mobile agent takes less time to return to processing element, thus, exhibiting lower delay.

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Citations
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Journal ArticleDOI

Different Energy Saving Schemes in Wireless Sensor Networks: A Survey

TL;DR: This paper discusses about the different energy saving schemes investigated by different research community in WSNs to reduce the energy consumption of the nodes and thereby improving the lifetime of the overall network.
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Energy efficient and fault tolerant distributed algorithm for data aggregation in wireless sensor networks

TL;DR: An Energy efficient and fault tolerant distributed algorithm for data aggregation in wireless sensor networks (EFTA) to plan the itinerary for MA and another alternative itinerary in case of node(s) failure, and an alternative itineraries based fault tolerance is proposed.
Journal ArticleDOI

Swarm Intelligence-Based Performance Optimization for Mobile Wireless Sensor Networks: Survey, Challenges, and Future Directions

TL;DR: The issues that need to be paid attention to in the research of swarm intelligence algorithm optimization for MWSNs are put forward, and the development trend and prospect of this research direction in the future are prospected.
Journal ArticleDOI

Energy efficient intra-cluster data aggregation technique for wireless sensor network

TL;DR: Comparative analysis of ICA, LEACH and LEACH-C protocols are carried by considering the parameters such as number of alive nodes, energy consumption, number of data packets received by BS, and results obtained show that ICA performs better compared to LEACH
Journal ArticleDOI

Multi-mobile agent itinerary planning-based energy and fault aware data aggregation in wireless sensor networks

TL;DR: This paper proposes multi-mobile agent itinerary planning-based energy and fault aware data aggregation in wireless sensor networks (MAEF) to plan itineraries for MAs by grouping nodes in clusters and planning itineraries efficiently among cluster heads (CHs) only.
References
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Journal ArticleDOI

A survey on sensor networks

TL;DR: The current state of the art of sensor networks is captured in this article, where solutions are discussed under their related protocol stack layer sections.
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Wireless sensor network survey

TL;DR: This survey presents a comprehensive review of the recent literature since the publication of a survey on sensor networks, and gives an overview of several new applications and then reviews the literature on various aspects of WSNs.
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Information-driven dynamic sensor collaboration

TL;DR: The main idea is for a network to determine participants in a "sensor collaboration" by dynamically optimizing the information utility of data for a given cost of communication and computation.
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On computing mobile agent routes for data fusion in distributed sensor networks

TL;DR: This work proposes a genetic algorithm to compute an approximate solution to the problem of computing a route for a mobile agent that incrementally fuses the data as it visits the nodes in a distributed sensor network by suitably employing a two-level encoding scheme and genetic operators tailored to the objective function.
Journal ArticleDOI

Mobile-agent-based collaborative signal and information processing in sensor networks

TL;DR: This paper develops an energy-efficient, fault-tolerant approach for collaborative signal and information processing (CSIP) among multiple sensor nodes using a mobile-agent-based computing model and takes collaborative target classification as an application example to show the effectiveness of the proposed approach.
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