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Titlebook: Intelligent Control and Automation; International Confer De-Shuang Huang,Kang Li,George William Irwin Book 2006 Springer-Verlag Berlin Heid

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An Improved Independent Component Analysis Algorithm and Its Application in Preprocessing of Bearingr characteristics. Firstly, the basic principle of ICA is reviewed in Sec 2, and then an improved ICA algorithm based on coordinate rotation (CR-ICA) is proposed. Secondly, two advantages of the CR-ICA algorithm are discussed; the one is that the separation can be carried out without iteration, and
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Mixture Matrix Identification of Underdetermined Blind Source Separation Based on Plane Clustering Avations are less than the source signals and the source signals can be sparse expressed. Many methods to deal with this problem related to clustering. For underdetermined blind source separation model, this paper gives a new plane clustering algorithm to estimate the mixture matrix based on sparse s
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Non-linear Blind Source Separation Using Constrained Genetic Algorithm), which can both get out of the trap of local minima and restrict the stochastic decision of GA. The approach utilizes odd polynomials to approximate the inverse of non-linear mixing functions and encodes the separating matrix and the coefficients of the polynomials simultaneously. A novel objectiv
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A Distributed Wavelet-Based Image Coding for Wireless Sensor Networkspecially in image capture sensor network. A Simple Wavelet Compression (SWC) processing of image coding is proposed to maximize compression and minimize energy cost in WSN. For low activity in WSN, we employ a Low-complexity Change Detection Algorithm (LCDA) to mark active blocks and we only encode
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Energy Efficient Connectivity Maintenance in Wireless Sensor Networkseen widely used as a connectivity topology strategy to reduce the network communication overhead. In the paper, a novel energy efficient distributed backbone construction algorithm based on connected dominating set is presented to make the network connected and further prolong the network lifetime,
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A Distributed QoS Control Schema for Wireless Sensor Networksour lives, and pose many new system-building challenges. One major challenge for its real deployment is its QoS issue. This is a rich area because sensor deaths and sensor replenishments make it difficult to specify the optimum number of sensors (this being the service quality that we address in thi
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