Apply R<sup>+</sup> Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing

Nguyen Thanh Long; Nguyen Duc Thuy; Pham Huy Hoang

doi:doi:10.11648/j.iotcc.s.2015030601.20

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Apply R⁺ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing

Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang

Published in Internet of Things and Cloud Computing (Volume 3, Issue 3)

Received: 3 June 2015 Accepted: 4 June 2015 Published: 15 October 2015

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Abstract

In the new era of communication and network technologies, a routing protocol not only operates on some lower levels of a network protocol. It also operates on the application layer the highest-level layer in network protocol stack. So we call this is upper layer routing protocol. But it must be based on lower layers to make routing decisions. But normal routing protocols are used for most static network or rather small wireless networks or not high mobility networks. In mobile ad-hoc networks, nodes move very often and fast, so bandwidth of connection between them can be reduced. Therefore the transmission delay may be increased. The paper aims at purpose to increate QOS routing by hierarchical clustering routing by using R⁺ tree in addition with some advanced techniques multicast routing, multiple paths, use GEN/ BEE/ ANT to optimize routes to transmit data.

Published in	Internet of Things and Cloud Computing (Volume 3, Issue 3)
DOI	10.11648/j.iotcc.s.2015030601.20
Page(s)	79-81
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), 2024. Published by Science Publishing Group

Keywords

MANET, R⁺, Service, Routing, Multi-Paths, Bandwidth, Cluster, Tree, Multicast, QOS, Overhead

References

[1]	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 of Things and Cloud Computing. Special Issue:Quality of Service of Service Based Routing. Vol. 3, No. 6-1, 2015, pp. 1-8. doi: 10.11648/j.iotcc.s.2015030601.11.
[2]	Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang, Research on Innovating and Applying Evolutionary Algorithms Based Hierarchical Clustering and Multiple Paths Routing for Guaranteed Quality of Service on Service Based Routing, Internet of Things and Cloud Computing. Special Issue:Quality of Service of Service Based Routing. Vol. 3, No. 6-1, 2015, pp. 9-15. doi: 10.11648/j.iotcc.s.2015030601.12.
[3]	Kartheek Srungaram, Dr. MHM Krishna Prasad, Department of Information Technology, JNTUK-UCEV, Vizianagaram, A.P, India, “ENHANCED CLUSTER BASED ROUTING PROTOCOL FOR MANETS”.
[4]	Cândida Ferreira, Departamento de Ciências Agrárias, Universidade dos Açores, 9701-851 Terra-Chã, Angra do Heroísmo, Portugal, “Gene Expression Programming: A New Adaptive Algorithm for Solving Problems”.
[5]	Bibhash Roy, Tripura Institute of Technology, Narsingarh, Tripura, India, “Ant Colony based Routing for Mobile Ad-Hoc Networks towards Improved Quality of Services”.
[6]	Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang, “Innovating R Tree to Create Summary Filter for Message Forwarding Technique in Service-Based Routing”, Springer, ISBN: 978-3-642-41773-3, LNICST 121, p. 178, 2013.
[7]	Research on Innovating, Applying Multiple Paths Routing Technique Based on Fuzzy Logic and Genetic Algorithm for Routing Messages in Service - Oriented Routing: Long Thanh Nguyen, Tam Nguyen The, Chien Tran, Thuy Nguyen Duc. Journal: Scalable Information Systems EAI.
[8]	A Particle Swarm Optimization with Adaptive Multi-Swarm Strategy for Capacitated Vehicle Routing Problem. Kui-Ting Chen, Ke Fan, Yijun Dai and Takaaki Baba, 1Research Center and Graduate School of Information, Production and Systems, Waseda University, 2-7 Hibikino, Kitakyushu, Fukuoka, Japan.

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APA Style

Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. (2015). Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet of Things and Cloud Computing, 3(3), 79-81. https://doi.org/10.11648/j.iotcc.s.2015030601.20

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ACS Style

Nguyen Thanh Long; Nguyen Duc Thuy; Pham Huy Hoang. Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet Things Cloud Comput. 2015, 3(3), 79-81. doi: 10.11648/j.iotcc.s.2015030601.20

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AMA Style

Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet Things Cloud Comput. 2015;3(3):79-81. doi: 10.11648/j.iotcc.s.2015030601.20

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@article{10.11648/j.iotcc.s.2015030601.20,
  author = {Nguyen Thanh Long and Nguyen Duc Thuy and Pham Huy Hoang},
  title = {Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing},
  journal = {Internet of Things and Cloud Computing},
  volume = {3},
  number = {3},
  pages = {79-81},
  doi = {10.11648/j.iotcc.s.2015030601.20},
  url = {https://doi.org/10.11648/j.iotcc.s.2015030601.20},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.iotcc.s.2015030601.20},
  abstract = {In the new era of communication and network technologies, a routing protocol not only operates on some lower levels of a network protocol. It also operates on the application layer the highest-level layer in network protocol stack. So we call this is upper layer routing protocol. But it must be based on lower layers to make routing decisions. But normal routing protocols are used for most static network or rather small wireless networks or not high mobility networks. In mobile ad-hoc networks, nodes move very often and fast, so bandwidth of connection between them can be reduced. Therefore the transmission delay may be increased. The paper aims at purpose to increate QOS routing by hierarchical clustering routing by using R+ tree in addition with some advanced techniques multicast routing, multiple paths, use GEN/ BEE/ ANT to optimize routes to transmit data.},
 year = {2015}
}

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TY  - JOUR
T1  - Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing
AU  - Nguyen Thanh Long
AU  - Nguyen Duc Thuy
AU  - Pham Huy Hoang
Y1  - 2015/10/15
PY  - 2015
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DO  - 10.11648/j.iotcc.s.2015030601.20
T2  - Internet of Things and Cloud Computing
JF  - Internet of Things and Cloud Computing
JO  - Internet of Things and Cloud Computing
SP  - 79
EP  - 81
PB  - Science Publishing Group
SN  - 2376-7731
UR  - https://doi.org/10.11648/j.iotcc.s.2015030601.20
AB  - In the new era of communication and network technologies, a routing protocol not only operates on some lower levels of a network protocol. It also operates on the application layer the highest-level layer in network protocol stack. So we call this is upper layer routing protocol. But it must be based on lower layers to make routing decisions. But normal routing protocols are used for most static network or rather small wireless networks or not high mobility networks. In mobile ad-hoc networks, nodes move very often and fast, so bandwidth of connection between them can be reduced. Therefore the transmission delay may be increased. The paper aims at purpose to increate QOS routing by hierarchical clustering routing by using R+ tree in addition with some advanced techniques multicast routing, multiple paths, use GEN/ BEE/ ANT to optimize routes to transmit data.
VL  - 3
IS  - 3
ER  -

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Author Information

Nguyen Thanh Long

Software development division III, Informatics Center of Hanoi Telecommunications, Hoan Kiem, Hanoi, Vietnam
Nguyen Duc Thuy

Center for applied research and technology development, Research institute of Posts and telecommunications, Hanoi, VietNam
Pham Huy Hoang

Information technology institute, Ha Noi University of Science Technology, Hanoi, Vietnam

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Plain Text BibTeX RIS

APA Style

Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. (2015). Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet of Things and Cloud Computing, 3(3), 79-81. https://doi.org/10.11648/j.iotcc.s.2015030601.20

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ACS Style

Nguyen Thanh Long; Nguyen Duc Thuy; Pham Huy Hoang. Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet Things Cloud Comput. 2015, 3(3), 79-81. doi: 10.11648/j.iotcc.s.2015030601.20

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AMA Style

Nguyen Thanh Long, Nguyen Duc Thuy, Pham Huy Hoang. Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing. Internet Things Cloud Comput. 2015;3(3):79-81. doi: 10.11648/j.iotcc.s.2015030601.20

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@article{10.11648/j.iotcc.s.2015030601.20,
  author = {Nguyen Thanh Long and Nguyen Duc Thuy and Pham Huy Hoang},
  title = {Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing},
  journal = {Internet of Things and Cloud Computing},
  volume = {3},
  number = {3},
  pages = {79-81},
  doi = {10.11648/j.iotcc.s.2015030601.20},
  url = {https://doi.org/10.11648/j.iotcc.s.2015030601.20},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.iotcc.s.2015030601.20},
  abstract = {In the new era of communication and network technologies, a routing protocol not only operates on some lower levels of a network protocol. It also operates on the application layer the highest-level layer in network protocol stack. So we call this is upper layer routing protocol. But it must be based on lower layers to make routing decisions. But normal routing protocols are used for most static network or rather small wireless networks or not high mobility networks. In mobile ad-hoc networks, nodes move very often and fast, so bandwidth of connection between them can be reduced. Therefore the transmission delay may be increased. The paper aims at purpose to increate QOS routing by hierarchical clustering routing by using R+ tree in addition with some advanced techniques multicast routing, multiple paths, use GEN/ BEE/ ANT to optimize routes to transmit data.},
 year = {2015}
}

Copy | Download

TY  - JOUR
T1  - Apply R+ Tree to Make Hierarchical Cluster Routing with QOS Guarranteed by Multiple Paths and Multicast Routing
AU  - Nguyen Thanh Long
AU  - Nguyen Duc Thuy
AU  - Pham Huy Hoang
Y1  - 2015/10/15
PY  - 2015
N1  - https://doi.org/10.11648/j.iotcc.s.2015030601.20
DO  - 10.11648/j.iotcc.s.2015030601.20
T2  - Internet of Things and Cloud Computing
JF  - Internet of Things and Cloud Computing
JO  - Internet of Things and Cloud Computing
SP  - 79
EP  - 81
PB  - Science Publishing Group
SN  - 2376-7731
UR  - https://doi.org/10.11648/j.iotcc.s.2015030601.20
AB  - In the new era of communication and network technologies, a routing protocol not only operates on some lower levels of a network protocol. It also operates on the application layer the highest-level layer in network protocol stack. So we call this is upper layer routing protocol. But it must be based on lower layers to make routing decisions. But normal routing protocols are used for most static network or rather small wireless networks or not high mobility networks. In mobile ad-hoc networks, nodes move very often and fast, so bandwidth of connection between them can be reduced. Therefore the transmission delay may be increased. The paper aims at purpose to increate QOS routing by hierarchical clustering routing by using R+ tree in addition with some advanced techniques multicast routing, multiple paths, use GEN/ BEE/ ANT to optimize routes to transmit data.
VL  - 3
IS  - 3
ER  -

Copy | Download