Ant based routing protocol for visual sensors

Adamu Murtala Zungeru, Li Minn Ang, S. R.S. Prabaharan, Kah Phooi Seng

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationInformatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings
Pages250-264
Number of pages15
EditionPART 2
DOIs
Publication statusPublished - Dec 12 2011
EventInternational Conference on Informatics Engineering and Information Science, ICIEIS 2011 - Kuala Lumpur, Malaysia
Duration: Nov 14 2011Nov 16 2011

Publication series

NameCommunications in Computer and Information Science
NumberPART 2
Volume252 CCIS
ISSN (Print)1865-0929

Other

OtherInternational Conference on Informatics Engineering and Information Science, ICIEIS 2011
CountryMalaysia
CityKuala Lumpur
Period11/14/1111/16/11

Fingerprint

Routing algorithms
Routing protocols
Degradation
Sensors
Sensor nodes
MATLAB
Sensor networks
Simulators
Cameras
Bandwidth
Processing
Costs

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

Zungeru, A. M., Ang, L. M., Prabaharan, S. R. S., & Seng, K. P. (2011). Ant based routing protocol for visual sensors. In Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings (PART 2 ed., pp. 250-264). (Communications in Computer and Information Science; Vol. 252 CCIS, No. PART 2). https://doi.org/10.1007/978-3-642-25453-6_23
Zungeru, Adamu Murtala ; Ang, Li Minn ; Prabaharan, S. R.S. ; Seng, Kah Phooi. / Ant based routing protocol for visual sensors. Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings. PART 2. ed. 2011. pp. 250-264 (Communications in Computer and Information Science; PART 2).
@inproceedings{ac2249da97c54559869cdc1384dc5668,
title = "Ant based routing protocol for visual sensors",
abstract = "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.",
author = "Zungeru, {Adamu Murtala} and Ang, {Li Minn} and Prabaharan, {S. R.S.} and Seng, {Kah Phooi}",
year = "2011",
month = "12",
day = "12",
doi = "10.1007/978-3-642-25453-6_23",
language = "English",
isbn = "9783642254529",
series = "Communications in Computer and Information Science",
number = "PART 2",
pages = "250--264",
booktitle = "Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings",
edition = "PART 2",

}

Zungeru, AM, Ang, LM, Prabaharan, SRS & Seng, KP 2011, Ant based routing protocol for visual sensors. in Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings. PART 2 edn, Communications in Computer and Information Science, no. PART 2, vol. 252 CCIS, pp. 250-264, International Conference on Informatics Engineering and Information Science, ICIEIS 2011, Kuala Lumpur, Malaysia, 11/14/11. https://doi.org/10.1007/978-3-642-25453-6_23

Ant based routing protocol for visual sensors. / Zungeru, Adamu Murtala; Ang, Li Minn; Prabaharan, S. R.S.; Seng, Kah Phooi.

Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings. PART 2. ed. 2011. p. 250-264 (Communications in Computer and Information Science; Vol. 252 CCIS, No. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 - 2011/12/12

Y1 - 2011/12/12

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.

UR - http://www.scopus.com/inward/record.url?scp=82955176960&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=82955176960&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-25453-6_23

DO - 10.1007/978-3-642-25453-6_23

M3 - Conference contribution

SN - 9783642254529

T3 - Communications in Computer and Information Science

SP - 250

EP - 264

BT - Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings

ER -

Zungeru AM, Ang LM, Prabaharan SRS, Seng KP. Ant based routing protocol for visual sensors. In Informatics Engineering and Information Science - International Conference, ICIEIS 2011, Proceedings. PART 2 ed. 2011. p. 250-264. (Communications in Computer and Information Science; PART 2). https://doi.org/10.1007/978-3-642-25453-6_23