Self-localization of wireless sensor networks using self organizing maps

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5803, Issue , 2005, Pages 138-145

  Ertin, Emre ^a   Priddy, Kevin L ^b  

^a OHIO STATE UNIVERSITY   (United States)

^b Jacobs Sverdrup   (United States)

Author keywords

Network Localization; Self Organizing Maps; Sensor Networks; Target Tracking; Unsupervised Learning

Indexed keywords

NETWORK LOCALIZATION; SENSOR NETWORKS; TARGET TRACKING; UNSUPERVISED LEARNING;

ALGORITHMS; CORRELATION METHODS; ENVIRONMENTAL ENGINEERING; LEARNING SYSTEMS; SELF ORGANIZING MAPS; SENSORS; TELECOMMUNICATION NETWORKS;

WIRELESS TELECOMMUNICATION SYSTEMS;

EID: 27544497232     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.606812     Document Type: Conference Paper

References (6)

1. S. Kumar, D. Shepherd, and F. Zhao, "Collaborative signal and information processing in micro-sensor networks," IEEE Signal Processing Magazine 19(1), 2002.
2. D. Niculescu, "Positioning in ad hoc sensor networks," IEEE Network 18(4), 2004.
3. R. L. Moses, D. Krishnamurty, and R. Patterson, "A self-localization method for wireless sensor networks," EURASIP Journal on Applied Sig. Proc (4), 2003.
4. Y. Shang, W. Ruml, Y. Zhang, and M. P. J. Fromherz, "Localization from mere connectivity," in Mobihoc 03, Jun 2003.
5. N. Patwari and A. O. Hero III, "Manifold learning algorithms for localization in wireless sensor networks," in IEEE ICASSP 04, 2004.
6. T. Kohonen, Self Organizing Maps, vol. 30 of Series in Informatino Sciences, Springer, Heidelberg, second ed., 1995.