Correlated Node Behavior Model based on Semi Markov Process for MANETS
This paper introduces a new model for node behavior namely Correlated Node Behavior Model which is an extension of Node Behavior Model. The model adopts semi Markov process in continuous time which clusters the node that has correlation. The key parameter of the process is determined by five prob...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
IJCSI
2012
|
| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/9488/1/IJCSI-9-1-1-50-59.pdf http://eprints.utem.edu.my/id/eprint/9488/ http://www.IJCSI.org |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832716424546615296 |
|---|---|
| author | A,H, Azni Rabiah , Ahmad Hasan Basari, Abd Samad Hussin , Burairah |
| author_facet | A,H, Azni Rabiah , Ahmad Hasan Basari, Abd Samad Hussin , Burairah |
| author_sort | A,H, Azni |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper introduces a new model for node behavior namely
Correlated Node Behavior Model which is an extension of Node
Behavior Model. The model adopts semi Markov process in
continuous time which clusters the node that has correlation. The key parameter of the process is determined by five probabilistic parameters based on the Markovian model. Computed from the transition probabilities of the semi-Markov process, the node correlation impact on network survivability and resilience can be measure quantitatively. From the result, the quantitative analysis of correlated node behavior on the survivability is obtained through mathematical description, and the effectiveness and rationality of the proposed model are verified through numerical analysis. The analytical results show that the effect from correlated failure nodes on network survivability is much severer than other misbehaviors. |
| format | Article |
| id | my.utem.eprints-9488 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2012 |
| publisher | IJCSI |
| record_format | eprints |
| spelling | my.utem.eprints-94882015-05-28T04:04:23Z http://eprints.utem.edu.my/id/eprint/9488/ Correlated Node Behavior Model based on Semi Markov Process for MANETS A,H, Azni Rabiah , Ahmad Hasan Basari, Abd Samad Hussin , Burairah ZA4050 Electronic information resources This paper introduces a new model for node behavior namely Correlated Node Behavior Model which is an extension of Node Behavior Model. The model adopts semi Markov process in continuous time which clusters the node that has correlation. The key parameter of the process is determined by five probabilistic parameters based on the Markovian model. Computed from the transition probabilities of the semi-Markov process, the node correlation impact on network survivability and resilience can be measure quantitatively. From the result, the quantitative analysis of correlated node behavior on the survivability is obtained through mathematical description, and the effectiveness and rationality of the proposed model are verified through numerical analysis. The analytical results show that the effect from correlated failure nodes on network survivability is much severer than other misbehaviors. IJCSI 2012-01 Article PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/9488/1/IJCSI-9-1-1-50-59.pdf A,H, Azni and Rabiah , Ahmad and Hasan Basari, Abd Samad and Hussin , Burairah (2012) Correlated Node Behavior Model based on Semi Markov Process for MANETS. International Journal of Computer Science Issues . pp. 50-59. ISSN 1694-0814 http://www.IJCSI.org |
| spellingShingle | ZA4050 Electronic information resources A,H, Azni Rabiah , Ahmad Hasan Basari, Abd Samad Hussin , Burairah Correlated Node Behavior Model based on Semi Markov Process for MANETS |
| title | Correlated Node Behavior Model based on Semi Markov
Process for MANETS |
| title_full | Correlated Node Behavior Model based on Semi Markov
Process for MANETS |
| title_fullStr | Correlated Node Behavior Model based on Semi Markov
Process for MANETS |
| title_full_unstemmed | Correlated Node Behavior Model based on Semi Markov
Process for MANETS |
| title_short | Correlated Node Behavior Model based on Semi Markov
Process for MANETS |
| title_sort | correlated node behavior model based on semi markov
process for manets |
| topic | ZA4050 Electronic information resources |
| url | http://eprints.utem.edu.my/id/eprint/9488/1/IJCSI-9-1-1-50-59.pdf http://eprints.utem.edu.my/id/eprint/9488/ http://www.IJCSI.org |
| url_provider | http://eprints.utem.edu.my/ |