A Survey on Mobile Agent Itinerary Planning for Information Fusion in Wireless Sensor Networks

In wireless sensor networks (WSNs), mobile agent (MA) is a new paradigm that has gained more attention lately. In this paradigm, MA migrates among sensor nodes (SNs) for data fusion. However, in comparison to traditional client/server paradigm; where each SN in the network sends its collected data t...

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Published inArchives of computational methods in engineering Vol. 28; no. 3; pp. 1323 - 1334
Main Authors El Fissaoui, Mohamed, Beni-hssane, Abderrahim, Ouhmad, Slimane, El Makkaoui, Khalid
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Netherlands 01.05.2021
Springer Nature B.V
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ISSN1134-3060
1886-1784
DOI10.1007/s11831-020-09417-1

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Abstract In wireless sensor networks (WSNs), mobile agent (MA) is a new paradigm that has gained more attention lately. In this paradigm, MA migrates among sensor nodes (SNs) for data fusion. However, in comparison to traditional client/server paradigm; where each SN in the network sends its collected data to the sink, MA presents a good alternative in terms of energy consumption, response time and network lifetime. In this paradigm, the most critical properties of MA is the itinerary planning, it has always been an issue and a NP-hard problem. In this paper, we present a survey of the proposed itinerary planning approaches for MAs in WSNs. MA itinerary planning techniques can be classified into three categories: static itinerary planning, dynamic itinerary planning and hybrid itinerary planing. The benefits and shortcomings of different MA itinerary planning approaches are presented. Furthermore, we implement, simulate and compare the most prominent itinerary planning algorithms upon a common parameter space, making realistic network-level assumptions.
AbstractList In wireless sensor networks (WSNs), mobile agent (MA) is a new paradigm that has gained more attention lately. In this paradigm, MA migrates among sensor nodes (SNs) for data fusion. However, in comparison to traditional client/server paradigm; where each SN in the network sends its collected data to the sink, MA presents a good alternative in terms of energy consumption, response time and network lifetime. In this paradigm, the most critical properties of MA is the itinerary planning, it has always been an issue and a NP-hard problem. In this paper, we present a survey of the proposed itinerary planning approaches for MAs in WSNs. MA itinerary planning techniques can be classified into three categories: static itinerary planning, dynamic itinerary planning and hybrid itinerary planing. The benefits and shortcomings of different MA itinerary planning approaches are presented. Furthermore, we implement, simulate and compare the most prominent itinerary planning algorithms upon a common parameter space, making realistic network-level assumptions.
Author El Makkaoui, Khalid
Beni-hssane, Abderrahim
Ouhmad, Slimane
El Fissaoui, Mohamed
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Snippet In wireless sensor networks (WSNs), mobile agent (MA) is a new paradigm that has gained more attention lately. In this paradigm, MA migrates among sensor nodes...
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SubjectTerms Agents (artificial intelligence)
Algorithms
Client server systems
Data collection
Data integration
Energy consumption
Engineering
Mathematical and Computational Engineering
Multisensor fusion
Original Paper
Planing
Response time
Sensors
Wireless networks
Wireless sensor networks
Title A Survey on Mobile Agent Itinerary Planning for Information Fusion in Wireless Sensor Networks
URI https://link.springer.com/article/10.1007/s11831-020-09417-1
https://www.proquest.com/docview/2515766657
Volume 28
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