The week's pick
Reseach Article
Reliable Data Aggregation using Ant Colony Optimization with State Transition Ant Rule in Sensor Network
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 95 - Number 12 |
| Year of Publication: 2014 |
| Authors: S. Vijiya Chandra, K. Alagarsamy |
10.5120/16650-6625
|
S. Vijiya Chandra, K. Alagarsamy . Reliable Data Aggregation using Ant Colony Optimization with State Transition Ant Rule in Sensor Network. International Journal of Computer Applications. 95, 12 ( June 2014), 42-47. DOI=10.5120/16650-6625
Abstract
Data aggregation plays a vital role as the wireless sensor network (WSN) is highly susceptible to attacks. In WSN, data aggregation correlates the sensing data and aggregates at the intermediate nodes by reducing the time taken for message transfer. Works conducted on Concealed Data Aggregation Scheme for Multiple Applications (CDAMA) in WSN provides mechanisms from unauthorized aggregations. But, CDAMA data aggregation is not reliable for higher computation capability. Moreover, Data Aggregation Ant Colony Algorithms (DAACA) computes better energy and the quantity in choosing the next hop, however fails to forward packets with the sensed nodes causing inefficiency in data aggregation. Hence, in order to attain reliable data aggregation with better computation capability, Ant Colony Optimization with State Transition Ant Rule (ACO-STAR) is developed in this paper which works as per the foraging movement of ants analyzing state transition rules. ACO- STAR algorithm provides a significant way of identifying the search space for obtaining optimal data aggregation in WSN. The solution of ACO-STAR steadily attains the global optimal solution through effective forwarding of packets in terms of adjusting the clustering effect based on quantities of foraging movement of ants. ACO-STAR provides clear analysis on the experimental factors such as system data aggregation efficiency, data forwarding rate, and delay measurement in STAR data aggregated sensor network.
References
- Yue-Hsun Lin. , Shih-Ying Chang. , and Hung-Min Sun. , "CDAMA: Concealed Data Aggregation Scheme for Multiple Applications in WSNs," IEEE TRANSMOVEMENTS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 25, NO. 7, JULY 2013
- Chi Lin. , Guowei Wu. , Feng Xia, Mingchu Li. , Lin Yao, Zhongyi Pei. , "Energy efficient ant colony algorithms for data aggregation in wireless sensor networks," Journal of Computer and System Sciences. , Elsevier Journal. , 2012
- Suat Ozdemir and Hasan Çam,"Integration of False Data Detection with Data Aggregation and Confidential Transmission in WSNs," IEEE/ACM TRANSMOVEMENTS ON NETWORKING, VOL. 18, NO. 3, JUNE 2010
- Liu Xiang. , Jun Luo. , and Catherine Rosenberg. , "Compressed Data Aggregation: Energy Efficient and High Fidelity Data Collection," IEEESECON, 2011
- Liang He. , Jianping Pan. , and Jingdong Xu. , "A Progressive Approach to Reducing Data Collection Latency in Wireless Sensor Networks with Mobile Elements," IEEE TRANSACTIONS ON MOBILE COMPUTING, VOL. 12, NO. 7, JULY 2013
- Leandro Aparecido Villas. , Azzedine Boukerche, Heitor Soares Ramos. ,Horacio A. B. Fernandes de Oliveira. , Regina Borges de Araujo. , and Antonio Alfredo Ferreira Lour. , "DRINA: A Lightweight and Reliable Routing Approach for In-Network Aggregation in WSNs," IEEE TRANSACTIONS ON COMPUTERS, VOL. 62, NO. 4, APRIL 2013
- Cunqing Hua. , and Tak-Shing Peter Yum. , Senior Member, IEEE. , "Optimal Routing and Data Aggregation for Maximizing Lifetime of WSNs," IEEE/ACM TRANSACTIONS ON NETWORKING, VOL. 16, NO. 4, AUGUST 2008
- Ungjin Jang. , Sunggu Lee. , Sungjoo Yoo. , "Optimal wake-up scheduling of data gathering trees for WSNs," Journal Parallel Distributed Computing, Elsevier Journal. , 2012
- Rui Zhang. ,Yanchao Zhang. , and Kui Ren. , "Distributed Privacy-Preserving Access Control in Sensor Networks," IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 23, NO. 8, AUGUST 2012
- Jiguo Yua. , Yingying Qia. , Guanghui Wangb. , Xin Gua. , "A cluster-based routing protocol for WSNs with non uniform node distribution," International Journal of Electronics and Communications (AEÜ). , 2012
- Selcuk Okdem. , and Dervis Karaboga. , "Routing in WSNs Using an Ant Colony Optimization (ACO) Router Chip," Sensors 2009, 9, 909-921; doi:10. 3390/s90200909.
- Yun Wang. , Weihuang Fu. , and Dharma P. Agrawal. , "Gaussian versus Uniform Distribution for Intrusion Detection in Wireless Sensor Networks," IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 24, NO. 2, FEBRUARY 2013
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