A survey of machine learning in wireless sensor netoworks - From networking and application perspectives

2007 6th International Conference on Information, Communications and Signal Processing, ICICS

Volumn , Issue , 2007, Pages

  Di, Ma ^a   Er, Meng Joo ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Machine learning; WSN

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; EDUCATION; HYBRID SENSORS; ROBOT LEARNING; SENSOR NETWORKS; SENSORS; SIGNAL PROCESSING; WIRELESS SENSOR NETWORKS;

INTERNATIONAL CONFERENCES; MACHINE LEARNING; WSN;

LEARNING ALGORITHMS;

EID: 50549096829     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICS.2007.4449882     Document Type: Conference Paper

References (29)

1. S. R. K. Joel B. Predd, and H. Vincent Poor, "Distributed Learning in Wireless Sensor Networks - application issues and the problem of distributed inference," IEEE Signal Processing Magazine, 2006.
2. D. E. D. Culler, and M. Srivastava, "Overview of sensor networks," IEEE Computer, pp. 41-49, 2004.
3. R. G. C. Intanagonwiwat, and D. Estrin, "Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks," presented at ACM MobiCom, Boston, MA, 2000.
4. A. C. W. R. Heinzelman, and H. Balakrishnan,, "Energy-Efficient Communication Protocol for Wireless Microsensor Networks," presented at IEEE Proc. Hawaii Int'l. Conf. Sys. Sci., 2000.
5. K. Sohrabi et al., "Protocols for Self-Organization of a Wireless Sensor Network," presented at IEEE Pers. Commun., 2000, Oct.
6. I. E. C. Chien, and C. McConaghy, "Low-Power Direct-Sequence Spread-Spectrum Modem Architecture For Distributed Wireless Sensor Networks," presented at ISLPED Huntington Beach, CA, 2001.
7. A. S. a. A. Chandrakasan, "Dynamic Power Management in Wireless Sensor Networks," presented at IEEE Design Test Comp, 2001.
8. M. M. Yong Wang, and Li-Shiuan Peh, "A Supervised Learning Approach for Routing Optimizations in Wireless Sensor Networks," 2006.
9. C. P. a. K. J. R. Liu, "Near-Optimal Reinforcement Learning Framework for Energy-Aware Sensor Communications," Communication, 2005.
10. R. C. a. V. V. T.Srinivasan, "A Fuzzy, Energy-Efficient Scheme for Data Centric Multipath Routing in Wireless Sensor Networks," 2006.
11. T. H. Mariam Yusuf, "Energy-Aware Fuzzy Routing for Wireless Sensor Networks," presented at International Conference on Emerging Technology, 2005.
12. Q. L. Liang Zhao, "Fuzzy deployment for wireless sensor networks," presented at Computational Intelligence For Homeland Security and Personal Saftey, 2005.
13. Q. L. Haining Shu, "Fuzzy Optimization for Distributed Sensor Deployment," presented at WCNC, 2005.
14. C. G. Andreas Krause, Anupam Gupta and Jon Kleinberg, "Nearoptimal sensor placement," presented at IPSN, Nashville, Tennessee, USA, 2006.
15. J. L. a. S. J. Avinash Gopal Dharne, "Using Fuzzy Logic for Localization in Mobile Sensor Networks: Simulations and Experiments," presented at American Control Conference, 2006.
16. K.-Y. C. a. K.-S. L. Vincent Tam, "A Descend-Based Evolutionary Approach to Enhance Position Estimation in Wireless Sensor Networks," presented at ICTAI, 2006.
17. J. d. J. Wilbert van Norden, Fok Bolderheij, Leon Rothkrantz, "Intelligent Task Scheduling in Sensor Networks," presented at international Conference on Information Fusion, 2005.
18. H. B. L. Mao Ching Foo, Yulian Zeng, Vinh The Lam, Rodney Teo, Gee Wah Ng, "Impact of Distributed Resource Allocation in Sensor Networks," 2005.
19. H. B. L. Mao Ching Foo, Yulian Zeng, Vinh The Lam, "An adaptive distributed resource allocation scheme for sensor networks," presented at LNCS, 2006.
20. D. R. Indranil Gupta, Srinivas Sampalli, "Cluster-head Election using Fuzzy Logic for Wireless Sensor Networks," presented at CNSR, 2005.
21. D. D. Andrea Kulakov, "Intelligent Data Acquisition and Processing Using Wavelet Neural-Networks," presented at Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Application, 2005.
22. D. D. Andrea Kulakov, Georgi Stojanov, "Learning patterns in wireless sensor networks based on wavelet neuralnetworks," presented at ICPADS, 2005.
23. D. D. Andrea Kulakov, Goran Trajkovski, "Implementing artificial neural-networks in wireless sensor networks," 2005.
24. D. D. Andrea Kulakov, "Distributed data processing in wireless sensor networks based on artificial neural-networks algorithms," presented at ISCC, 2005.
25. S.-L. D. Zhi-Jun Yu, Jian-Ming Wei, Tao Xing, Hai-Tao Liu, "Neural Network Aided Unscented Kalman Filter for Maneuvering Target Tracking in Distributed Acoustic Sensor Networks," presented at ICCTA, 2007.
26. A. R. a. J. B. Christopher Taylor, "Simultaneous Localization, Calibration, and Tracking in an ad Hoc Sensor Network," presented at ISPN, 2006.
27. J. L. Jaechan Lim, Sangjin Hong, Peom Park, "Algorithm for Detection with Localization of Multi-targets in Wireless Acoustic Sensor Networks," presented at ICTAI, 2006.
28. J. A. Georgios Mazarakis, "Lightweight Time Encoded Signal Processing for Vehicle Recognition in Sensor Networks," 2006.
29. N. J. K. Joo Hyun Hong, Eun Jong Cha, Tae Soo Lee, "Classification Technique of Human Motion Context based on Wireless Sensor Network," 2005.