Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster response scenarios

Reina, Daniel Gutiérrez; León-Coca, José María; Toral, S. L.; Asimakopoulou, Eleana; Barrero, F.; Norrington, Peter; Bessis, Nik

doi:10.1007/s00500-013-1207-3

Cited by 32 publications

(22 citation statements)

References 37 publications

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“…In Figure 4, the black dotted line (6) shows that the evacuee algorithm has little power without knowledge exchange. In contrast, the red solid line (1) shows the power of knowledge exchange, with a majority of people finishing evacuation within 20 minutes.…”

Section: Resultsmentioning

confidence: 99%

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Information Exchange on MANET for Efficient Evacuation

Ohta¹,

Matsuzawa²,

Takeda³

2017

IJCNS

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In disaster situations, people need to evacuate from dangerous areas to safe ones. In particular, they must formulate an evacuation plan for themselves when they cannot obtain support. Communicating with other evacuees to obtain information is useful in formulating an evacuation plan, and some studies have used a mobile ad hoc network (MANET) for this purpose, because such a network can be constructed using only wireless devices even when a fatal situation arises. However, we cannot treat a MANET in the same manner as other networks (such as a carrier network or Wi-Fi), and MANETs have several shortcomings in regard to information exchange. It is necessary to investigate the effects of these limitations on creating evacuation support systems on a MANET. We evaluated whether the limited information exchange available using a MANET is sufficient to create evacuation support systems through the use of a multi-agent evacuation simulator. As a result, our simulator showed that limited communication in which people communicate only with neighbors provides substantial efficiency for evacuation. People can continue to evacuate effectively even if they cannot obtain all of the desired information owing to MANET limitations.

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Section: Resultsmentioning

confidence: 99%

“…Some studies have been conducted to determine how information is exchanged between evacuees and the headquarters [3] [4] [5]. The latter can build an ad hoc network using unmanned aerial vehicles, drones, or rescue teams carrying wireless devices, if needed [6].…”

Section: Introductionmentioning

confidence: 99%

Information Exchange on MANET for Efficient Evacuation

Ohta¹,

Matsuzawa²,

Takeda³

2017

IJCNS

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“…The transitional PC and routing link was chosen by the administrator of network and professionals in stable network condition. At the point when the network changes always, the undertaking of finding the course was mechanized utilizing diminished investment of thresholds [7].…”

Section: B Batman (Better Approach To Mobile Adhoc Networking)mentioning

confidence: 99%

Survey on Energy Efficient and Throughput Enhancement Routing Protocols over Wireless Mesh Networks

Archana¹

2018

IJRASET

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This paper presents an overview of Energy efficient routing protocols that are intended to improve the throughput performance over Wireless Mesh Networks. The accompanying routing protocols depend on vitality efficient and throughput change in mesh network. Here the Dynamic source routing protocol, Intra-zone Routing Protocol (IARP) is used within the routing area to avoid congestion and Inter-zone Routing Protocol (IERP) was used between more than a specified routing areas.

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“…In [32], the authors use the widely used NSGA-II multiobjective algorithm [72] to optimize the design of a broadcasting algorithm based on similarity/dissimilarity coefficients. They maximize the reachability and minimize the number of retransmissions and the delay of the broadcasting algorithm.…”

Section: Broadcasting Algorithmsmentioning

confidence: 99%

A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems

Reina

Ruiz

Ciobanu

et al. 2016

International Journal of Distributed Sensor Networks

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Evolutionary algorithms are metaheuristic algorithms that provide quasioptimal solutions in a reasonable time. They have been applied to many optimization problems in a high number of scientific areas. In this survey paper, we focus on the application of evolutionary algorithms to solve optimization problems related to a type of complex network like mobile multihop ad hoc networks. Since its origin, mobile multihop ad hoc network has evolved causing new types of multihop networks to appear such as vehicular ad hoc networks and delay tolerant networks, leading to the solution of new issues and optimization problems. In this survey, we review the main work presented for each type of mobile multihop ad hoc network and we also present some innovative ideas and open challenges to guide further research in this topic.

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Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster response scenarios

Cited by 32 publications

References 37 publications

Information Exchange on MANET for Efficient Evacuation

Information Exchange on MANET for Efficient Evacuation

Survey on Energy Efficient and Throughput Enhancement Routing Protocols over Wireless Mesh Networks

A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems

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