Abstract
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the International Conference on Informatics Engineering and Information Science |
| Subtitle of host publication | ICIEIS 2011 |
| Editors | Azizah Abd Manaf, Shamsul Sahibuddin, Rabiah Ahmad, Salwani Modh Daud, Eyas El-Qawashmeh |
| Place of Publication | Berlin |
| Publisher | Springer |
| Pages | 250-264 |
| Number of pages | 15 |
| Volume | 252 |
| ISBN (Print) | 9783642254529 |
| DOIs | |
| Publication status | Published - 2011 |
| Event | International Conference on Informatics Engineering and Information Science: ICIEI 2011 - Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia Duration: 14 Nov 2011 → 16 Nov 2011 http://icieis2011.sdiwc.us/ (Event home page) |
Publication series
| Name | Communications in Computer and Information Science |
|---|
Conference
| Conference | International Conference on Informatics Engineering and Information Science |
|---|---|
| Country | Malaysia |
| City | Kuala Lumpur |
| Period | 14/11/11 → 16/11/11 |
| Internet address |
|
Cite this
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Ant Based Routing Protocol for Visual Sensors. / Zungeru, Adamu Murtala; Ang, Li-Minn; Prabaharan, S. R. S.; Seng, Kah Phooi.
Proceedings of the International Conference on Informatics Engineering and Information Science: ICIEIS 2011. ed. / Azizah Abd Manaf; Shamsul Sahibuddin; Rabiah Ahmad; Salwani Modh Daud; Eyas El-Qawashmeh. Vol. 252 Berlin : Springer, 2011. p. 250-264 (Communications in Computer and Information Science).Research output: Book chapter/Published conference paper › Conference paper
TY - GEN
T1 - Ant Based Routing Protocol for Visual Sensors
AU - Zungeru, Adamu Murtala
AU - Ang, Li-Minn
AU - Prabaharan, S. R. S.
AU - Seng, Kah Phooi
PY - 2011
Y1 - 2011
N2 - In routing protocols, sensor nodes tend to route events (images) captured to a particular destination (sink) using the most efficient path. The power and bandwidth required to transmit video data from hundreds of cameras to a central location for processing at a high success rate would be enormous. In this work, captured packets were routed from different sensors placed at different locations to the sink using the best path. Since the captured images (packets) need to be routed to the destination (sink) at regular interval and within a predefined period of time, while consuming low energy without performance degradation, Ant based routing which utilizes the behavior of real ants searching for food through pheromone deposition, while dealing with problems that need to find paths to goals, through the simulating behavior of ant colony is adopted. In this end, we present an Improved Energy-Efficient Ant- Based Routing (IEEABR) Algorithm in Visual Sensor Networks. Compared to the state-of-the-art Ant-Based routing protocols; Basic Ant-Based Routing (BABR) Algorithm, Sensor-driven and Cost-aware ant routing (SC), Flooded Forward ant routing (FF), Flooded Piggybacked ant routing (FP), and Energy- Efficient Ant-Based Routing (EEABR), the proposed IEEABR approach have advantages of reduced energy usage, delivering events packets at high success rate with low latency, increases the network lifetime, and actively performing its set target without performance degradation. The performance evaluations for the algorithms on a real application are conducted in a well known WSNs MATLAB-based simulator (RMASE) using both static and dynamic scenario.
AB - In routing protocols, sensor nodes tend to route events (images) captured to a particular destination (sink) using the most efficient path. The power and bandwidth required to transmit video data from hundreds of cameras to a central location for processing at a high success rate would be enormous. In this work, captured packets were routed from different sensors placed at different locations to the sink using the best path. Since the captured images (packets) need to be routed to the destination (sink) at regular interval and within a predefined period of time, while consuming low energy without performance degradation, Ant based routing which utilizes the behavior of real ants searching for food through pheromone deposition, while dealing with problems that need to find paths to goals, through the simulating behavior of ant colony is adopted. In this end, we present an Improved Energy-Efficient Ant- Based Routing (IEEABR) Algorithm in Visual Sensor Networks. Compared to the state-of-the-art Ant-Based routing protocols; Basic Ant-Based Routing (BABR) Algorithm, Sensor-driven and Cost-aware ant routing (SC), Flooded Forward ant routing (FF), Flooded Piggybacked ant routing (FP), and Energy- Efficient Ant-Based Routing (EEABR), the proposed IEEABR approach have advantages of reduced energy usage, delivering events packets at high success rate with low latency, increases the network lifetime, and actively performing its set target without performance degradation. The performance evaluations for the algorithms on a real application are conducted in a well known WSNs MATLAB-based simulator (RMASE) using both static and dynamic scenario.
KW - Visual sensor networks
KW - Wireless sensor networks
KW - Energy efficiency
KW - Performance Evaluation
KW - Ant based routing
U2 - 10.1007/978-3-642-25453-6_23
DO - 10.1007/978-3-642-25453-6_23
M3 - Conference paper
SN - 9783642254529
VL - 252
T3 - Communications in Computer and Information Science
SP - 250
EP - 264
BT - Proceedings of the International Conference on Informatics Engineering and Information Science
A2 - Abd Manaf, Azizah
A2 - Sahibuddin, Shamsul
A2 - Ahmad, Rabiah
A2 - Modh Daud, Salwani
A2 - El-Qawashmeh, Eyas
PB - Springer
CY - Berlin
ER -