Suchergebnisse - Expectation Maximization algorithms. Algorithms. Sensor networks.*

A Novel Cluster-Based Wireless Sensor Network Reliability Model Using the Expectation Maximization Algorithm von Yang, Jianfeng, Chen, Jing, Huo, Yujia, Liu, Yanyu

“… This paper proposed a novel additive reliability model for a cluster-based WSN system using general masked data and uses the expectation maximization (EM …”
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State estimation & self-localization using distributed Kalman filter & recursive expectation maximization algorithm in sensor networks von Amirarfaei, F., Ghafoorifard, H., Menhaj, M.B.

“… Knowing the fact that online expectation maximization is a well-known methodology for static parameters estimation in a general state-space model, this paper describes fully how a decentralized …”
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A distributed averaging-based evidential Expectation-Maximization algorithm for density estimation in unreliable sensor networks von Safarinejadian, Behrouz, Mozaffari, Mohiyeddin

“… •The proposed algorithm analytically converges to the maximum likelihood estimates. In this paper, a novel distributed averaging-based evidential Expectation-Maximization …”
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Big Data Using Efficient Expectation–Maximization Algorithm in Wireless Sensor Networks von kamalraj, A.

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Clock Synchronization Using Expectation-Maximization Algorithm in Wireless Sensor Network von Xiali Li, Min Xi, Yongcun Cao, Yong Lu

“… Considering the physical characteristics of the sensor itself, an adaptive clock synchronization method based on Expectation-Maximization (EM …”
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Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks von Forero, P.A., Cano, A., Giannakis, G.B.

“… The present paper develops a decentralized expectation-maximization (EM) algorithm to estimate the parameters of a mixture density model for use in distributed …”
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Distributed expectation-maximization algorithm for DOA estimation in wireless sensor networks von Wen, Fuxi, Liu, Wei, Lu, Xiaochun

“… In this paper, we study the problem of using distributed expectation-maximization (EM …”
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Expectation maximization algorithm for calibration of ground sensor networks using a road constrained particle filter von Syldatk, M., Sviestins, E., Gustafsson, F.

“… We present a calibration algorithm based on the EM (expectation maximization) algorithm, where the particle filter is used for target tracking and a non-linear least squares estimator is used for estimation of the calibration parameters …”
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Gauss process state-space model optimization algorithm with expectation maximization von Liu, Hongqiang, Yang, Haiyan, Zhang, Tao, Pan, Bo

“… Second, a Gauss process state-space model optimization framework with the expectation–maximization algorithm is proposed. In the expectation …”
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The Cramér–Rao Bounds and Sensor Selection for Nonlinear Systems with Uncertain Observations von Wang, Zhiguo, Shen, Xiaojing, Wang, Ping, Zhu, Yunmin

“… The computation burden of this method is relatively high, especially in large sensor networks. Inspired by the idea of the expectation maximization algorithm, the second method is to introduce …”
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Distributed multi-target tracking using joint probabilistic data association and average consensus filter von Yousefi Rezaii, Tohid, Tinati, Mohammad-Ali

“… nodes, the distributed expectation maximization algorithm is exploited via the average consensus filter, in order …”
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Distributed Estimation of Sensor Networks Based on LSTM-Kalman Filter von Kuang, Si-peng, Zhang, Ya

“… The expectation maximization (EM) algorithm integrating Kalman filtering algorithm, which is called the EM-KF algorithm, is adopted to sensor networks …”
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Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks von Kantas, N. K., Singh, S. S., Doucet, A.

“… Likelihood and on-line Expectation-Maximization algorithms to localize the sensor network simultaneously with target tracking …”
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Distributed EM Algorithm for Gaussian Mixtures in Sensor Networks von Dongbing Gu, Dongbing Gu

“… This paper presents a distributed expectation-maximization (EM) algorithm over sensor networks …”
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Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA von Andrade, Francisco, Figueiredo, Mario A. T., Xavier, Jo ao

“… ). Given a map with those two properties, DBPI yields a distributed algorithm that provably inherits the local linear convergence (LLC …”
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Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX von Matarazzo, Thomas J., Pakzad, Shamim N.

“… This article uses the formulation of the structural identification using expectation maximization (STRIDE …”
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Distributed Maximum Likelihood for Simultaneous Self-localization and Tracking in Sensor Networks von Kantas, Nikolas, Singh, Sumeetpal S, Doucet, Arnaud

“… Likelihood and on-line Expectation-Maximization algorithms to localize the sensor network simultaneously with target tracking …”
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IoT Based Frame work for Automatic accident Intimation System von G, Jaffino, T, Palaniappan, MK, Samuel Swamidoss, G, Gugapriya, Kumar, Madhu manikya, Jose, J Prabin

“… In the first step, the Sensor module is designed to extract the sensor data from the vehicle …”
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Distributed parameter and state estimation for wireless sensor networks von Yu, Jia

“… The research in distributed algorithms is linked with the developments of statistical inference in wireless sensor networks (WSNs) applications …”
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Optimal energy allocation in heterogeneous wireless sensor networks for lifetime maximization von Li, Keqin, Li, Jie

“… We consider the problem of optimal energy allocation and lifetime maximization in heterogeneous wireless sensor networks …”
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