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AUTOMATICA
2010
134views more  AUTOMATICA 2010»
14 years 10 months ago
Nonlinear filtering in target tracking using cooperative mobile sensors
Collaborative signal processing and sensor deployment have been among the most important research tasks in target tracking using networked sensors. In this paper, the mathematical...
Jiangping Hu, Xiaoming Hu
ISNN
2005
Springer
15 years 3 months ago
Internet Traffic Prediction by W-Boost: Classification and Regression
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen
IJCNN
2000
IEEE
15 years 2 months ago
The Growing Hierarchical Self-Organizing Map
In this paper we present the growing hierarchical self-organizing map. This dynamically growing neural network model evolves into a hierarchical structure according to the requirem...
Michael Dittenbach, Dieter Merkl, Andreas Rauber
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 1 months ago
Stabilize an n-dimensional quantized nonlinear feedforward system with 1 bit
Abstract-- This paper studies the stabilizability of an ndimensional quantized feedforward nonlinear system. The state of that system is first quantized into a finite number of bit...
Qiang Ling, Michael D. Lemmon, Hai Lin
ICASSP
2009
IEEE
15 years 4 months ago
A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication
Abstract— The paper considers the algorithm NLU for distributed (vector) parameter estimation in sensor networks, where, the local observation models are nonlinear, and inter-sen...
Soummya Kar, José M. F. Moura