Toward energy efficient big data gathering in densely distributed sensor networks

IEEE Transactions on Emerging Topics in Computing

Volumn 2, Issue 3, 2014, Pages 388-397

  Takaishi, Daisuke ^a   Nishiyama, Hiroki ^a   Kato, Nei ^a   Miura, Ryu ^b  

^a TOHOKU UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY   (Japan)

Author keywords

and energy effciency; Big data; clustering; data gathering; optimization; wireless sensor networks (WSNs)

Indexed keywords

ENERGY EFFICIENCY; ENERGY UTILIZATION; MAXIMUM PRINCIPLE; OPTIMIZATION; SENSOR NODES;

AND ENERGY EFFCIENCY; CLUSTERING; DATA GATHERING; DISTRIBUTED SENSOR NETWORKS; DISTRIBUTED WIRELESS SENSOR NETWORKS; INFORMATION AND COMMUNICATION TECHNOLOGIES; MODIFIED EXPECTATION-MAXIMIZATION; WIRELESS SENSOR NETWORK (WSNS);

BIG DATA;

EID: 84908563758     PISSN: None     EISSN: 21686750     Source Type: Journal    
DOI: 10.1109/TETC.2014.2318177     Document Type: Article

References (26)

1. IBM, Armonk, NY, USA. (2012, Jan.). Four Vendor Views on Big Data and Big Data Analytics: IBM [Online]. Available: http://www-01.ibm.com/software/in/data/bigdata/
2. D. Agrawal et al., (2012). Challenges and Opportunities With Big Data [Online]. Available: http://cra.org/ccc/docs/init/bigdatawhitepaper. pdf
3. S. Sagiroglu and D. Sinanc, "Big data: A review, " in Proc. Int. Conf. CTS, 2013.
4. Big Data: Business Opportunities, Requirements and Oracle's Approach, Winter Corporation, Cambridge, MA, USA, 2011, pp. 1-8.
5. I. Bisio and M. Marchese, "Efficient satellite-based sensor networks for information retrieval, " IEEE Syst. J., vol. 2, no. 4, pp. 464-475, Dec. 2008.
6. I. Bisio et al., "A survey of architectures and scenarios in satellite-based wireless sensor networks: System design aspects, " Int. J. Satellite Com-mun. Netw., vol. 31, no. 1, pp. 1-38, 2013.
7. S. Katti, H.Rahul, W.Hu, D.Katabi, M. Medard, and J. Crowcroft, "XORs in the air: Practical wireless network coding, " IEEE/ACM Trans. Netw., vol. 16, no. 3, pp. 497-510, Jun. 2008.
8. K. Miyao, H. Nakayama, N. Ansari, and N. Kato, "LTRT: An efficient and reliable topology control algorithm for ad-hoc networks, " IEEE Trans. Wireless Commun., vol. 8, no. 12, pp. 6050-6058, Dec. 2009.
9. N. Li, J. Hou, and L. Sha, "Design and analysis of an MST-based topology control algorithm, " IEEE Trans. Wireless Commun., vol. 4, no. 3, pp. 1195-1206, May 2005.
10. S. He, J. Chen, D. Yau, and Y. Sun, "Cross-layer optimization of correlated data gathering in wireless sensor networks, " in Proc. 7th Annu. IEEE Com-mun. Soc. Conf. Sensor Mesh and Ad Hoc Commun. and Netw. (SECON), Jun. 2010, pp. 1-9.
11. C. Jiming, X. Weiqiang, H. Shibo, S. Youxian, P. Thulasiraman, and S. Xuemin, "Utility-based asynchronous flow control algorithm for wireless sensor networks, " IEEE J. Sel. Areas Commun., vol. 28, no. 7, pp. 1116-1126, Sep. 2010.
12. D. Baum and CIO Information Matters. (2013). Big Data, Big Opportunity [Online]. Available: http://www.oracle.com/us/c-central/cio-solutions/information-matters/big-dat%a-big-opportunity/index.html
13. L. Ramaswamy, V. Lawson, and S. Gogineni, "Towards a quality-centric big data architecture for federated sensor services, " in Proc. IEEE Int. BigData Congr., Jul. 2013, pp. 86-93.
14. C.-C. Lin, M.-J. Chiu, C.-C. Hsiao, R.-G. Lee, and Y.-S. Tsai, "Wireless health care service system for elderly with dementia, " IEEE Trans. Inf. Technol. Biomed., vol. 10, no. 4, pp. 696-704, Oct. 2006.
15. P. E. Ross, "Managing care through the air [remote health monitoring], " IEEE Spectr., vol. 41, no. 12, pp. 26-31, Dec. 2004.
16. S. Wen-Zhan, H. Renjie, X. Mingsen, B. A. Shirazi, and R. Lahusen, "Design and deployment of sensor network for real-time high-fidelity volcano monitoring, " IEEE Trans. Parallel Distrib. Syst., vol. 21, no. 11, pp. 1658-1674, Nov. 2010.
17. K. Baumgartner, S. Ferrari, and A.V. Rao, "Optimal control ofan underwater sensor network for cooperative target tracking, " IEEE J. Ocean. Eng., vol. 34, no. 4, pp. 678-697, Oct. 2009.
18. R. C. Shah, S. Roy, S. Jain, and W. Brunette, "Data MULEs: Modeling and analysis of a three-tier architecture for sparse sensor networks, " Ad Hoc Netw., vol. 1, nos. 2-3, pp. 215-233, 2003.
19. W. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "Energy-efficient communication protocol for wireless microsensor networks, " inProc. 33rd Annu. Hawaii Int. Conf. Syst. Sci., vol. 2. Jan. 2000.
20. M. Youssef, A. Youssef, and M. Younis, "Overlapping multihop clustering for wireless sensor networks, " IEEE Trans. Parallel Distrib. Syst., vol. 20, no. 12, pp. 1844-1856, Dec. 2009.
21. T. Khac and C. Hyunseung, "Connectivity-based clustering scheme for mobile ad hoc networks, " in Proc. IEEE Int. Conf. RIVF, Jul. 2008, pp. 191-197.
22. S. Lindsey and C. Raghavendra, "PEGASIS: Power-efficient gathering in sensor information systems, " in Proc. IEEE Aerosp. Conf., Mar. 2002, pp. 1125-1130.
23. H. Nakayama, N. Ansari, A. Jamalipour, and N. Kato, "Fault-resilient sensing in wireless sensor networks, " Comput. Commun., vol. 30, nos. 11-12, pp. 2375-2384, Sep. 2007.
24. L. He, Z. Yang, J. Pan, L. Cai, J. Xu, and Y. Gu, "Evaluating service disciplines for on-demand mobile data collection in sensor networks, " IEEE Trans. Mobile Comput., vol. 13, no. 4, pp. 797-810, Apr. 2014.
25. C. Intanagonwiwat, R. Govindan, and D. Estrin, "Directed diffusion: A scalable and robust communication paradigm for sensor networks, " in Proc. 6th Annu. Int. Conf. Mobile Comput. Netw., 2000, pp. 56-67.
26. M. Chen, T. Kwon, and Y. Choi, "Energy-efficient differentiated directed diffusion (EDDD) in wireless sensor networks, " Comput. Commun., vol. 29, no. 2, pp. 231-245, 2006.