Correlated data gathering with double trees in wireless sensor networks

IEEE Sensors Journal

Volumn 12, Issue 5, 2012, Pages 1147-1156

  Weng, Hsien Cheng ^a   Chen, Yu Hsun ^a   Wu, Eric Hsiao Kuang ^b   Chen, Gen Huey ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Approximation algorithm; correlated data networkgathering; double tree routing scheme; NP hardness; wireless sensor

Indexed keywords

APPROXIMATION RATIOS; COMMUNICATION COST; CORRELATED DATA; CORRELATED DATA GATHERING; CORRELATION MODELS; DATA GATHERING; EXPLICIT COMMUNICATION; EXTENSIVE SIMULATIONS; NP-HARD; NP-HARDNESS; ROUTING SCHEME; TRANSMISSION STRUCTURES; WIRELESS SENSOR;

APPROXIMATION ALGORITHMS; COMMUNICATION; COMPUTATIONAL COMPLEXITY; COSTS; DATA COMMUNICATION SYSTEMS; FORESTRY; ROUTING PROTOCOLS; WIRELESS SENSOR NETWORKS;

TREES (MATHEMATICS);

ALGORITHMS; DATA PROCESSING; PROBLEM SOLVING; SENSORS; TELECOMMUNICATIONS; TRANSMISSION;

EID: 84859995273     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2011.2162092     Document Type: Conference Paper

References (28)

1. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "A survey on sensor networks," IEEE Commun. Mag., vol. 40, pp. 102-114, 2002.
2. A. Mainwaring, D. Culler, J. Polastre, R. Szewczyk, and J. Anderson, "Wireless sensor networks for habitat monitoring," in Proc. ACM Int. Workshop Wireless Sensor Networks and Applications, 2002, pp. 88-97.
3. Y. Zhu, R. Vedantham, S.-J. Park, and R. Sivakumar, "A scalable correlation aware aggregation strategy for wireless sensor networks," in Proc. Int. Conf. Wireless Internet, 2005, pp. 122-129. (Pubitemid 44148219)
4. R. Cristescu, B. Beferull-Lozano, M. Vetterli, and R. Wattenhofer, "Network correlated data gathering with explicit communication: NP-completeness and algorithms," IEEE/ACM Trans. Netw., vol. 14, pp. 41-54, 2006. (Pubitemid 43264668)
5. D.Wu and M. H.Wong, "Fast and simultaneous data aggregation over multiple regions in wireless sensor networks," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 41, pp. 333-343, 2011.
6. C.-T. Cheng, C. K. Tse, and F. C. M. Lau, "A delay-aware data collection network structure for wireless sensor networks," IEEE Sensors J., vol. 11, pp. 699-710, 2011.
7. B. Tavli, I. E. Bagci, and O. Ceylan, "Optimal data compression and forwarding in wireless sensor networks," IEEE Commun. Lett., vol. 14, pp. 408-410, 2010.
8. H. O. Tan, I. Korpeoglu, and I. Stojmenovic, "Computing localized power-efficient data aggregation trees for sensor networks," IEEE Trans. Parallel Distrib. Syst., vol. 22, pp. 489-500, 2011.
9. G. Wang, J.-K. Zhang, M. G. Amin, and K. M. Wong, "Nested cooperative encoding protocol for wireless networks with high energy efficiency," IEEE Trans. Wireless Commun., vol. 7, pp. 521-531, 2008. (Pubitemid 351305870)
10. A. Jindal and K. Psounis, "Modeling spatially-correlated sensor network data," in Proc. IEEE SECON, 2004, pp. 162-171. (Pubitemid 40789276)
11. L. Krishnamachari, D. Estrin, and S. Wicker, "The impact of data aggregation in wireless sensor networks," in Proc. Int. Conf. Distributed Computing Systems, 2002, pp. 575-578.
12. J. N. Al-Karaki and A. E. Kamal, "On the correlated data gathering problem in wireless sensor networks," in Proc. Int. Symp. Computers and Communications, 2004, pp. 226-231. (Pubitemid 40006363)
13. A. Goel and D. Estrin, "Simultaneous optimization for concave costs: Single sink aggregation or single source buy-at-bulk," Algorithmica, vol. 43, pp. 5-15, 2005. (Pubitemid 41203679)
14. M. Enachescu, A. Goel, R. Govindan, and R. Motwani, "Scale-free aggregation in sensor networks," Theoretic Comput. Sci., vol. 344, pp. 15-29, 2005. (Pubitemid 41531279)
15. S. Pattem, B. Krishnamachari, and R. Govindan, "The impact of spatial correlation on routing with compression in wireless sensor networks," in Proc. ACM Int. Symp. Information Processing in Sensor Networks, 2004, pp. 28-35.
16. R. Cristescu, B. Beferull-Lozano, and M.Vetterli, "Networked Slepian-Wolf: Theory, algorithms, and scaling laws," IEEE Trans. Inf. Theory, vol. 51, pp. 4057-4073, 2005. (Pubitemid 41800344)
17. K. M. Chandy and J. Misra, "Distributed computation on graphs: Shortest path algorithms," Commun. ACM, vol. 25, pp. 833-837, 1982. (Pubitemid 13476216)
18. R. Cristescu, B. Beferull-Lozano, and M. Vetterli, "On network correlated data gathering," in Proc. IEEE INFOCOM, 2004, pp. 2571-2582.
19. H. Luo, Y. Liu, and S. K. Das, "Routing correlated data in wireless sensor networks: A survey," IEEE Netw., vol. 21, pp. 40-47, 2007. (Pubitemid 350226929)
20. I. Chalermek, R. Govindan, D. Estrin, J. Heidemann, and F. Silva, "Directed diffusion for wireless sensor networking," IEEE/ACM Trans. Netw., vol. 11, pp. 2-16, 2003.
21. C. Intanagonwiwat, D. Estrin, R. Govindan, and J. Heidemann, "Impact of network density on data aggregation in wireless sensor networks," in Proc. Int. Conf. Distributed Computing Systems, 2002, pp. 457-458. (Pubitemid 34980698)
22. W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "Energyefficient communication protocol for wireless microsensor networks," in Proc. Hawaii Int. Conf. System Sciences, 2000, pp. 1-10.
23. S. Lindsey, C. Raghavendra, and K. Sivalingam, "Data gathering in sensor networks using the energy delay metric," in Proc. Int. Parallel and Distributed Processing Symp., 2001, pp. 2001-2008.
24. B. Awerbuch, "Optimal distributed algorithms for minimum weight spanning tree, counting, leader election, and related problems," in Proc. ACM Symp. Theory of Computing, 1987, pp. 230-240. (Pubitemid 18643410)
25. C. Berge and A. Ghouila-Houri, Programming, Games, and Transportation Networks. New York: Wiley, 1965.
26. E. W. Dijkstra, "A note on two problems in connection with graphs," Numer. Math., vol. 1, pp. 269-271, 1959.
27. P. Whittle, Prediction and Regulation by Linear Least-Square Methods. London, U.K.: English Universities Press, 1963.
28. J. O. Berger, V. d. Oliveira, and B. Sanso, "Objective Bayesian analysis of spatially correlated data," J. Amer. Statist. Assoc., vol. 96, pp. 1361-1374, 2001. (Pubitemid 33695586)