Nearly optimal distributed configuration management using probabilistic graphical models

2nd IEEE International Conference on Mobile Ad-hoc and Sensor Systems, MASS 2005

Volumn 2005, Issue , 2005, Pages 219-226

  Jeon, Sung Eok ^a   Ji, Chuanyi ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER NETWORKS; COMPUTER SIMULATION; DISTRIBUTED DATABASE SYSTEMS; GRAPH THEORY; MARKOV PROCESSES; SENSOR DATA FUSION; WIRELESS TELECOMMUNICATION SYSTEMS;

CONFIGURATION MANAGEMENT; DISTRIBUTED CONFIGURATION MANAGEMENT; MARKOV RANDOM FIELDS; PROBABILISTIC GRAPHICAL MODELS; WIRELESS SENSOR NETWORKS;

GRAPHIC METHODS;

EID: 33750381304     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MAHSS.2005.1542803     Document Type: Conference Paper

References (20)

1. J. Baras, and X. Tan, "Control of Autonomous Swarms Using Gibbs Sampling," IEEE CDC, 2004.
2. P. Bjorklund, P. Varbrand, and D. Yuan, "Resource Optimization of Spatial TDMA in Ad Hoc Radio Networks: A Column Generation Approach," IEEE Infocom, 2003.
3. N. Bulusu, J. Heidemann, and D. Estrin, "GPS-less Low Cost Outdoor Localization for very small devices," IEEE Personal Communications, 2000.
4. S. Gandham, M. Dawande, and R. Prakash "Link Scheduling in Sensor Networks: Distributed Edge Coloring Revisited," IEEE Infocom, 2005.
5. S. Geman, and D. Geman, "Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images," IEEE Trans. PAMI, 1984.
6. P. Gupta, and P.R. Kumar, "The Capacity of Wireless Networks," IEEE Trans. Information Theory, 2000.
7. M. Jordan, and Y. Weiss, "Graphical Models: Probabilistic Inference," Handbook of Neural Networks and Brain Theory, 2002.
8. F. Kschischang, B. Frey, H. Loeliger "Factor graphs and the sum-product algorithm," IEEE Trans. on Information Theory, 2001.
9. J. Li, C. Blake, D. De Couto, H. Lee, and R. Morris, "Capacity of Ad Hoc Wireless Networks,", ACM Mobicom, 2001.
10. P. Kyasanur, and N. Vaidya "Detection and Handling of MAC Layer Misbehavior in Wireless Networks," DCC at the DSN, 2003
11. S. Z. Li, "Markov Random Field Modeling in Computer Vision," Springer-Verlag.
12. H. Luo, S. Lu, V. Bharghavan, J. Cheng, and G. Zhong, "A Packet Scheduling Approach to QoS Support in Multihop Wireless Networks," ACM MONET, 2004.
13. T. Rappaport, "Wireless Communications: Principles and Practice," Prentice Hall.
14. Z. Butler, K. Kotay, D. Rus, and K. Tomita "Generic Decentralized Control for a Class of Self-Reconfigurable Robots," ICRA, 2002.
15. S. Shakkottai, R. Srikant, and N. Shroff, "Unreliable Sensor Grids: Coverage, Connectivity and Diameter," IEEE Infocom, 2003.
16. P. Smyth, D.Heckerman, and M. Jordan, "Probabilistic independence networks for hidden Markov probability Models," Neural computation, 1997.
17. M. Steenstrup, "Emergent Structure Among Self-Organizing Devices," NSF-RPI Workshop on PCN, 2004.
18. J. Tsitsiklis and M. Athens, "On the Complexity of Decentralized Decision Making and Detection Problem," IEEE Trans. Automatic Control, 1985.
19. A. Wagner and V. Anantharam, "Wireless sensor network design via interacting particles," Allerton, 2002.
20. R. Wattenhofer, L. Li, P. Bahl, and Y. Wang, "Distributed topology control for power efficient operation in multihop wireless networks," IEEE Infocom, 2001.