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Designing Smart Adaptive Flooding in MANET Using Evolutionary Algorithm [chapter]

Wahabou Abdou, Christelle Bloch, Damien Charlet, Dominique Dhoutaut, François Spies
2012 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
The combinations were determined by coupling an evolutionary algorithm and a network simulator (ns-2), using a statistically realistic radio-propagation model (Shadowing Pattern).  ...  This paper deals with broadcasting security messages in mobile ad hoc networks (MANETs).  ...  Acknowledgement We thank Samuel Buendia for his participation in the project that led to the development of Vanet Data Representation (VDR) at the Computer Science Laboratory of the University of Franche-Comté  ... 
doi:10.1007/978-3-642-30607-5_7 fatcat:fooydhlhzfenvaa4wpjm5yckum

A Review Paper on Different Application of Genetic Algorithm for Mobile Ad-hoc Network (MANET)

Jinfa Shi, Misbah Habib, Hai Yan
2020 International Journal of Online and Biomedical Engineering (iJOE)  
The nodes which are in range can communicate each other through radio waves and those who are not in range use any routing algorithm for communication.  ...  In this review paper, we focus on the problems of MANET that has been solved by applying GA for it and highlights the characteristic and challenges of MANET in the literature.  ...  In fire, flood, or earthquake.  ... 
doi:10.3991/ijoe.v16i05.13325 fatcat:l5innrhh4vdwjcl2zcmfjnfn4u

Survey on Power-Aware Optimization Solutions for MANETs

Dimitris Kanellopoulos, Varun Kumar Sharma
2020 Electronics  
Such a challenging aspect has gained remarkable attention from the researchers, which inspired us to accomplish an extensive literature survey on power-aware optimization approaches in MANETs.  ...  Even though improvements in battery design have not yet reached that great a level, the majority of the routing protocols have not emphasized energy consumption at all.  ...  EELAM functions based on tree topology and adapts an evolutionary computation strategy (a genetic algorithm).  ... 
doi:10.3390/electronics9071129 fatcat:ac57hj7nhfgxrmc4upw6txus74

Behavior of Manets with Evolutionary Algorithms

Debnath Bhattacharyya, Department of Computer Science Engineering, Vignan's Institute of Information Technology (A), Visakhapatnam, AP, India
2019 International Journal of Digital Contents and Applications for Smart Devices  
additionally explore in this point.  ...  They have been connected to numerous enhancement issues in a high number of logical regions.  ...  EVOLUTIONARY ALGORITHMS Innovation is developing to a great degree quick giving correspondence abilities to little gadgets.  ... 
doi:10.21742/ijdcasd.2019.6.1.02 fatcat:jomx356xqradrlwd3ban54xyba

Bio/nature-inspired algorithms in A.I. for malicious activity detection [chapter]

Andria Procopiou, Nikos Komninos
2019 Nature-Inspired Cyber Security and Resiliency: Fundamentals, Techniques and Applications  
Bio/Nature-inspired algorithms in A.I. for malicious activity detection. In: El-Alfy, E-S. M., Elroweissy, M., Fulp, E. W. and Mazurczyk, W.  ...  The authors in [36] designed an IDS for MANETs using GA to detect black hole and dropping routing DoS attacks.  ...  In [46] the authors have used theArtificial Bee Colony algorithm to detect various MANET-specific attacks such as Flooding attacks, Balckhole attacks and Wormhole attacks.  ... 
doi:10.1049/pbse010e_ch9 fatcat:fyfh6p2zvzch3nnadc6vkkkcmq

2016-06-13 SI_Published.pdf

Mehtab Alam
2021 figshare.com  
Thispaper gives the systematic literature review of techniques and routing algorithm that exists in WANETs, also theapplicability of Swarm Intelligence (SI) in MANETs.  ...  Since the topologies in WANETs are dynamic the routing becomes the challenging task asnodes are moving with low bandwidth and traditional routing algorithm doesn't work with WANETs.  ...  WANETs have various applications in today’s scenario. Mobile Adhoc Networks (MANETs), Smart Phone Adhoc Networks (SPANs), Internet Based MANETs (iMANETs) are some of the type of WANETs.  ... 
doi:10.6084/m9.figshare.14309384.v1 fatcat:kyh3qfadzbe73ea5uilfrhgr4e

Bio-Inspired Network Security for 5G-enabled IoT Applications

Kashif Saleem, Ghadah Alabduljabbar, Nouf Alrowais, Jalal Al-Muhtadi, Muhammad Imran, Joel J. P. C. Rodrigues
2020 IEEE Access  
One of the MANET smart devices should be tied to a Wi-Fi network and independently enrolled on the cloud.  ...  In [57] , a secure and efficient routing system between nodes in Cloud-MANET-IoT integrated framework used mobile ad hoc network (MANET) to construct a network between neighbor devices without using a  ...  He is the editor-in-chief of the International Journal on Ehealth and Medical Communications and editorial board member of several high-reputed journals.  ... 
doi:10.1109/access.2020.3046325 fatcat:54fatt743vbcnnw3br6bjanwdi

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

D. G. Reina, J. M. León-Coca, S. L. Toral, E. Asimakopoulou, F. Barrero, P. Norrington, N. Bessis
2013 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
Broadcasting is the main mechanism used to disseminate information in all-to-all fashion in ad hoc networks.  ...  The objective of this paper is to optimize a broadcasting scheme based on similarity/dissimilarity coefficient designed for disaster response scenarios through a multi-objective optimization problem in  ...  Regarding the use of evolutionary algorithms in disaster response scenarios, in [30] the authors proposed to use a genetic algorithm for positioning auxiliary beacon nodes to improve the connectivity  ... 
doi:10.1007/s00500-013-1207-3 fatcat:gg32i5jckjdclbfm2qdgpxzpbe

Quality of Service based Multicasting Routing Protocols for MANETs: A Survey

Prabhat Kumar Sahu, Binod Kumar Pattanayak
2017 APTIKOM Journal on Computer Science and Information Technologies  
In order to assist QoS multicasting routing protocols design for MANETs, we characterize the taxonomy of the multicast routing protocols and design features in this paper.  ...  Now a day's the increasing use of multimedia and Internet technology needs quality of service (QoS) in MANETs in order to provide better service for the companies.  ...  A smart antenna is an array of antennas with signal processing algorithm used to identify signal structure.  ... 
doi:10.11591/aptikom.j.csit.98 fatcat:bvuzzfixb5alrlr7afx6lgpqme

Quality of Service based Multicasting Routing Protocols for MANETs: A Survey

Prabhat Kumar Sahu, Binod Kumar Pattanayak
2020 APTIKOM Journal on Computer Science and Information Technologies  
In order to assist QoS multicasting routing protocols design for MANETs, we characterizethe taxonomy of the multicast routing protocols and design features in this paper.  ...  Now a day's the increasing use of multimedia and Internet technology needs quality ofservice (QoS) in MANETs in order to provide better service for the companies.  ...  A smart antenna is an array of antennas with signal processing algorithm used to identify signal structure.  ... 
doi:10.34306/csit.v2i1.67 fatcat:y7q56j5afjeh3nx55cyhsgc6by

A Novel Integrated Scheme for Detection and Mitigation of Route Diversion Attack in MANET

H C Ramaprasad, S. C. Lingareddy
2021 International Journal of Advanced Computer Science and Applications  
This scheme uses evolutionary techniques using the exchanged mechanism using Diffie-Hellman.  ...  The following section MANET. further elaborates on design and algorithm.  ... 
doi:10.14569/ijacsa.2021.0121143 fatcat:hifeiouzh5bjdec7fe53gtdldq

Priority levels based multi-hop broadcasting method for vehicular ad hoc networks

Wahabou Abdou, Benoît Darties, Nader Mbarek
2015 Annales des télécommunications  
The first step uses a genetic algorithm to find solutions that fit the network context. The second one relies on the Autonomic Computing paradigm.  ...  However, designing an efficient broadcasting protocol is hard to achieve since it has to take into account some parameters related to the network environment, for example, the network density, in order  ...  The parameters introduced by Smart-flooding are optimized using a genetic algorithm.  ... 
doi:10.1007/s12243-015-0456-9 fatcat:frb7vxakgbdjjfevv4o5pyk3x4

Security Threats in Mobile Ad Hoc Networks [chapter]

SEVIL SEN, JOHN CLARK, JUAN TAPIADOR
2010 Security of Self-Organizing Networks  
We also give an overview of intrusion detection in MANETs and indicate the nature of IDSs that have been proposed for MANETs in the past decade.  ...  Furthermore, many conventional security solutions used for wired networks are ineffective and inefficient for the highly dynamic and resource-constrained environments where MANET use might be expected.  ...  In this research, intrusion detection rules to detect dropping, flooding, and route disruption attacks on AODV are evolved by using evolutionary computation techniques.  ... 
doi:10.1201/ebk1439819197-9 fatcat:dmauixlnerhblokfehozsslx6e

IMOC: Optimization Technique for Drone-Assisted VANET (DAV) Based on Moth Flame Optimization

Rehan Tariq, Zeshan Iqbal, Farhan Aadil, Sungchang Lee
2020 Wireless Communications and Mobile Computing  
Evolutionary algorithm-based clustering techniques are used to solve such routing problems; moth flame optimization is one of them.  ...  Technology advancement in the field of vehicular ad hoc networks (VANETs) improves smart transportation along with its many other applications.  ...  Introduction Vehicular ad hoc networks (VANETs) are different from mobile ad hoc networks (MANETs); therefore, clustering algorithms designed for MANETs cannot be applied to VANETs.  ... 
doi:10.1155/2020/8860646 fatcat:no5oojauurbktotdh3hin6xqty

Meta-Heuristics Techniques and Swarm Intelligence in Mobile Ad Hoc Networks [chapter]

Floriano De, Annalisa Socievole
2011 Mobile Ad-Hoc Networks: Applications  
Due to the adaptive and dynamic nature of these networks, the Swarm Intelligence approach is considered a successful design paradigm to solve the routing problem.  ...  applications related to ACO in MANETs and new directions are discussed.  ...  adaptiveness of the routing algorithm.  ... 
doi:10.5772/13311 fatcat:pinx2r2ht5dylk66tmqf5vtbjm
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