The HMM-based modeling for the energy level prediction in wireless sensor networks

ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications

Volumn , Issue , 2007, Pages 2253-2258

  Peng, Hu ^a   Zude, Zhou ^a   Quan, Liu ^a   Fangmin, Li ^a  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CIRCUIT SIMULATION; ENERGY CONSERVATION; HIDDEN MARKOV MODELS; PROBLEM SOLVING; ROUTING PROTOCOLS; STOCHASTIC MODELS;

DATA AGGREGATION; ENERGY-EFFICIENT ROUTING PROTOCOLS; SENSOR NODES;

WIRELESS SENSOR NETWORKS;

EID: 35248862545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2007.4318812     Document Type: Conference Paper

References (17)

1. Cristian Budianu, Shai Ben-David, and Lang Tong, "Estimation of the Number of Operating Sensors in Large-Scale Sensor Networks with Mobile Access," IEEE Transaction on Signal Processing, vol. 54, no. 5, pp. 1703-1715, May, 2006.
2. Quanhong Wang, Hossam Hassanein, and Glen Takahara, "Stochastic Modeling of Distributed Dynamic Randomized Clustering Protocols for Wireless Sensor Networks," in Proc. of the 2004 International Conference on Parallel Processing Workshops(ICPPW), pp. 456463, 2004.
3. Ozleyis Ocakoglu and Ozgur Ercetin, "Energy Efficient Random Sleep-Awake Schedule Design," IEEE Communications Letters, vol. 10, no. 7, pp. 528-530, July, 2006.
4. Quanhong Wang, Kenan Xu, Hossam Hassanein and Glen Takahara, "Minimum Cost Gurateed Lifetime Design for Heterogeneous Wireless Sensor Networks (WSNs)," in Proc. of IEEE IPCCC05, pp. 599-604, 2005.
5. Ekta Jain, and Qilian Liang, "Sensor Placement and Lifetime of Wireless Sensor Networks: Theory and Performance Analysis," in Proc. GLOBECOM, vol. 1, 28 Nov.-2 Dec. 2005 .
6. Handy MJ, Haase M, and Timmermann D, "Low energy adaptive clustering hierarchy with deterministic cluster-head selection," in Proc. of the 4th IEEE Conf. on Mobile and Wireless Communications Networks, Stockholm, pp. 368-372, 2002.
7. Heinzelman W, Chandrakasan. A, and Balakrishnan. H, "Energy- Efficient communication protocol, for wireless microsensor networks," in Proc. of the 33rd Annual Hawaii Int 'I Corf. on System Sciences, pp. 3005-3014, 2000.
8. Heinzelman W. "Application-Specific protocol architectures for wireless networks," Ph.D. Thesis, Massachusetts Institute of Technology, Boston, US, 2000.
9. Jae-Joon Lee, Bhaskar Krishnamachari and C.-C. Jay Kuo, "Impact of Energy Depletion and Reliability on Wireless Sensor Network Connectivity," in. Proc. of the SPIE '04, vol. 5440, pp. 169-180, 2004.
10. P. Gupta and P. R. Kumar, "Critical power for asymptotic connectivity in wireless network," in Stochastic Analysis, Control, Optimization, and Applications, Birkhauser, Boston, pp. 547-566, 1998.
11. Seema Bandyopadhyay and Edward J. Coyle, "An Energy Efficient Hierarchical. Clustering Algorithm for Wireless Sensor Networks," in Proc. of the INFOCOM, vol. 3, pp. 1713-1723, 2003.
12. Ruay-Shiung Chang and Chia-Jou Kuo, "An Energy Efficient Routing Mechanism for Wireless Sensor Networks," in Proc. of the 20th International Conference on Advanced Information Networking and Applications (AINA), vol. 2, pp. 308-312, Apr. 2006.
13. Eduardo Souto, Reinaldo Gomes, Djamel Sadok and Judith Kelner, "Sampling Energy Consumption in Wireless Sensor Networks," in Proc. of IEEE SUTC'06, pp. 284-287, 2006.
14. Raquel A.F. Mini, Antonio A.F. Loureiro and Badri Nath, "The distinctive design, characteristic of a wireless sensor network: the energy map," Computer Communications, vol. 27, pp. 935-945, 2004.
15. Limin Sun, Jianzhong Li, Yu Chen, Wireless Sensor Networks, Tsinghua University Press, Beijing, 2005.
16. L. E. Baum, "A maximization technique occurring in the statistical analysis of probabilistic functions of markov chains," Ann. Math. Statist., vol. 41, pp. 164-171, 1970.
17. Viterbi, A.J., "A personal history of the Viterbi algorithm," IEEE Signal Processing Magazine, vol. 23, pp. 120-142, 2006.