MANET (Mobile Ad-Hoc Network) is autonomous system, not based on existing infrastructure. Nodes usually change their position, network topology changes very fast. Service Based Routing is inherited from the model of Content Based Routing - CBR that manages and classifies many of network services. In order making nodes to communicate quickly and stablely, it requires applying some methodologies to reduce overhead and delay as well as power consumption. Therefore, this paper mentions a hierarchical clustered based routing using R^+Tree. R^+ is a data structure with fast algorithms to establish, insert, update. It has been used in many fields effectively and efficiently such as Google Map, Forwarding technique, computer virtual memory. In combination with some artificial intelligence algorithms to make cluster, find optimized routes, multicast trees for effective communication. Fuzzy logic and genetic al. are proved to be very compatible with Manet. A genetic algorithm is used to choose optimized clusters, Fuzzy logic is applied to choose the cluster head and members of each cluster. Multiple paths routing is very importance for routing in MANET that making Quality of Service by Ant Colony Optimization Algorithm.
| Published in | Internet of Things and Cloud Computing (Volume 3, Issue 3) |
| DOI | 10.11648/j.iotcc.s.2015030601.11 |
| Page(s) | 14-21 |
| Creative Commons |
This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited. |
| Copyright |
Copyright © The Author(s), 2015. Published by Science Publishing Group |
MANET, QOS, Fuzzy Logic, Genetic, Cluster, Hierarchical, Ant, Optimization, Routing
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APA Style
Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. (2015). Research on Applying Hierachical Clustered Based Routing Technique Using Artificial Intelligence Algorithms for Quality of Service of Service Based Routing. Internet of Things and Cloud Computing, 3(3), 14-21. https://doi.org/10.11648/j.iotcc.s.2015030601.11
ACS Style
Nguyen Thanh Long; Nguyen Duc Thuy; Pham Huy Hoang. Research on Applying Hierachical Clustered Based Routing Technique Using Artificial Intelligence Algorithms for Quality of Service of Service Based Routing. Internet Things Cloud Comput. 2015, 3(3), 14-21. doi: 10.11648/j.iotcc.s.2015030601.11
AMA Style
Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. Research on Applying Hierachical Clustered Based Routing Technique Using Artificial Intelligence Algorithms for Quality of Service of Service Based Routing. Internet Things Cloud Comput. 2015;3(3):14-21. doi: 10.11648/j.iotcc.s.2015030601.11
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Download@article{10.11648/j.iotcc.s.2015030601.11,
author = {Nguyen Thanh Long and Nguyen Duc Thuy and Pham Huy Hoang},
title = {Research on Applying Hierachical Clustered Based Routing Technique Using Artificial Intelligence Algorithms for Quality of Service of Service Based Routing},
journal = {Internet of Things and Cloud Computing},
volume = {3},
number = {3},
pages = {14-21},
doi = {10.11648/j.iotcc.s.2015030601.11},
url = {https://doi.org/10.11648/j.iotcc.s.2015030601.11},
eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.iotcc.s.2015030601.11},
abstract = {MANET (Mobile Ad-Hoc Network) is autonomous system, not based on existing infrastructure. Nodes usually change their position, network topology changes very fast. Service Based Routing is inherited from the model of Content Based Routing - CBR that manages and classifies many of network services. In order making nodes to communicate quickly and stablely, it requires applying some methodologies to reduce overhead and delay as well as power consumption. Therefore, this paper mentions a hierarchical clustered based routing using R^+Tree. R^+ is a data structure with fast algorithms to establish, insert, update. It has been used in many fields effectively and efficiently such as Google Map, Forwarding technique, computer virtual memory. In combination with some artificial intelligence algorithms to make cluster, find optimized routes, multicast trees for effective communication. Fuzzy logic and genetic al. are proved to be very compatible with Manet. A genetic algorithm is used to choose optimized clusters, Fuzzy logic is applied to choose the cluster head and members of each cluster. Multiple paths routing is very importance for routing in MANET that making Quality of Service by Ant Colony Optimization Algorithm.},
year = {2015}
}
TY - JOUR T1 - Research on Applying Hierachical Clustered Based Routing Technique Using Artificial Intelligence Algorithms for Quality of Service of Service Based Routing AU - Nguyen Thanh Long AU - Nguyen Duc Thuy AU - Pham Huy Hoang Y1 - 2015/05/12 PY - 2015 N1 - https://doi.org/10.11648/j.iotcc.s.2015030601.11 DO - 10.11648/j.iotcc.s.2015030601.11 T2 - Internet of Things and Cloud Computing JF - Internet of Things and Cloud Computing JO - Internet of Things and Cloud Computing SP - 14 EP - 21 PB - Science Publishing Group SN - 2376-7731 UR - https://doi.org/10.11648/j.iotcc.s.2015030601.11 AB - MANET (Mobile Ad-Hoc Network) is autonomous system, not based on existing infrastructure. Nodes usually change their position, network topology changes very fast. Service Based Routing is inherited from the model of Content Based Routing - CBR that manages and classifies many of network services. In order making nodes to communicate quickly and stablely, it requires applying some methodologies to reduce overhead and delay as well as power consumption. Therefore, this paper mentions a hierarchical clustered based routing using R^+Tree. R^+ is a data structure with fast algorithms to establish, insert, update. It has been used in many fields effectively and efficiently such as Google Map, Forwarding technique, computer virtual memory. In combination with some artificial intelligence algorithms to make cluster, find optimized routes, multicast trees for effective communication. Fuzzy logic and genetic al. are proved to be very compatible with Manet. A genetic algorithm is used to choose optimized clusters, Fuzzy logic is applied to choose the cluster head and members of each cluster. Multiple paths routing is very importance for routing in MANET that making Quality of Service by Ant Colony Optimization Algorithm. VL - 3 IS - 3 ER -
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