Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks
The intrusion detection application in a homogeneous wireless sensor network is defined as a mechanism to detect unauthorized intrusions or anomalous moving attackers in a field of interest. The quality of deterministic sensor nodes deployment can be determined sufficiently by a rigorous analysis be...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2015-01-01
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| Series: | Journal of Computer Networks and Communications |
| Online Access: | http://dx.doi.org/10.1155/2015/812613 |
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| author | Noureddine Assad Brahim Elbhiri Moulay Ahmed Faqihi Mohamed Ouadou Driss Aboutajdine |
| author_facet | Noureddine Assad Brahim Elbhiri Moulay Ahmed Faqihi Mohamed Ouadou Driss Aboutajdine |
| author_sort | Noureddine Assad |
| collection | DOAJ |
| description | The intrusion detection application in a homogeneous wireless sensor network is defined as a mechanism to detect unauthorized intrusions or anomalous moving attackers in a field of interest. The quality of deterministic sensor nodes deployment can be determined sufficiently by a rigorous analysis before the deployment. However, when random deployment is required, determining the deployment quality becomes challenging.
An area may require that multiple nodes monitor each point from the sensing area; this constraint is known as k-coverage where k is the number of nodes. The deployment quality of sensor nodes depends directly on node density and sensing range; mainly a random sensor nodes deployment is required. The major question is centred around the problem of network coverage, how can we guarantee that each point of the sensing area is covered by the required number of sensor nodes and what a sufficient condition to guarantee the network coverage? To deal with this, probabilistic intrusion detection models are adopted, called single/multi-sensing detection, and the deployment quality issue is surveyed and analysed in terms of coverage. We evaluate the capability of our probabilistic model in homogeneous wireless sensor network, in terms of sensing range, node density, and intrusion distance. |
| format | Article |
| id | doaj-art-18719af019ed46db9f47d3a4dea43ccb |
| institution | Kabale University |
| issn | 2090-7141 2090-715X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Computer Networks and Communications |
| spelling | doaj-art-18719af019ed46db9f47d3a4dea43ccb2025-02-03T01:32:48ZengWileyJournal of Computer Networks and Communications2090-71412090-715X2015-01-01201510.1155/2015/812613812613Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor NetworksNoureddine Assad0Brahim Elbhiri1Moulay Ahmed Faqihi2Mohamed Ouadou3Driss Aboutajdine4LRIT, Research Unit Associated to the CNRST (URAC 29), FSR, Med V University, 10000 Rabat, MoroccoEMSI, 10014 Rabat, MoroccoENSIAS, Mohammed V University, BP 713, Rabat, MoroccoLRIT, Research Unit Associated to the CNRST (URAC 29), FSR, Med V University, 10000 Rabat, MoroccoLRIT, Research Unit Associated to the CNRST (URAC 29), FSR, Med V University, 10000 Rabat, MoroccoThe intrusion detection application in a homogeneous wireless sensor network is defined as a mechanism to detect unauthorized intrusions or anomalous moving attackers in a field of interest. The quality of deterministic sensor nodes deployment can be determined sufficiently by a rigorous analysis before the deployment. However, when random deployment is required, determining the deployment quality becomes challenging. An area may require that multiple nodes monitor each point from the sensing area; this constraint is known as k-coverage where k is the number of nodes. The deployment quality of sensor nodes depends directly on node density and sensing range; mainly a random sensor nodes deployment is required. The major question is centred around the problem of network coverage, how can we guarantee that each point of the sensing area is covered by the required number of sensor nodes and what a sufficient condition to guarantee the network coverage? To deal with this, probabilistic intrusion detection models are adopted, called single/multi-sensing detection, and the deployment quality issue is surveyed and analysed in terms of coverage. We evaluate the capability of our probabilistic model in homogeneous wireless sensor network, in terms of sensing range, node density, and intrusion distance.http://dx.doi.org/10.1155/2015/812613 |
| spellingShingle | Noureddine Assad Brahim Elbhiri Moulay Ahmed Faqihi Mohamed Ouadou Driss Aboutajdine Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks Journal of Computer Networks and Communications |
| title | Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks |
| title_full | Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks |
| title_fullStr | Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks |
| title_full_unstemmed | Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks |
| title_short | Analysis of the Deployment Quality for Intrusion Detection in Wireless Sensor Networks |
| title_sort | analysis of the deployment quality for intrusion detection in wireless sensor networks |
| url | http://dx.doi.org/10.1155/2015/812613 |
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