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Sensor fault detection and isolation of an industrial gas turbine using partial block-wise adaptive kernel peA
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
In this paper, sensor fault detection and isolation of nonlinear time-varying dynamical systems is investigated based on a fast partial block-wise adaptive Kernel Principal Component Analysis (KPCA) scheme. Using the ...
Sparsity-aware joint frame synchronization and channel estimation: Algorithm and USRP implementation
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Conventional correlation-based frame synchronization techniques can suffer significant performance degradation over multi-path frequency-selective channels. As a remedy, in this paper we consider joint frame synchronization ...
Par-eXpress: A tool for analysis of sequencing experiments with ambiguous assignment of fragments in parallel
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
With new high-throughput and low-cost sequencing technologies, an increasing amount of genetic data is becoming available to researchers. While the analysis of this vast amount of data has great potential for future ...
Optimization of base stations density for hybrid energy based 3-D wireless networks
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Hybrid energy supply (HES) based wireless communication systems have recently emerged as a new paradigm to enable green networks, which are powered by both the traditional and harvested energies. In this paper, we propose ...
Generalized model of biological neural networks: Progressive operational perceptrons
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Traditional Artificial Neural Networks (ANNs) such as Multi-Layer Perceptrons (MLPs) and Radial Basis Functions (RBFs) were designed to simulate biological neural networks
Range-Doppler radar sensor fusion for fall detection
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Falls are the major cause of accidents in the elderly population. Propelled by their non-intrusive sensing capabilities and robustness to heat and lighting conditions, radar-based automated fall detection systems have ...
Distributed fault detection and isolation filter design for heterogeneous multi-agent LPV systems
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
In this paper, we present a new approach for the design of fault detection and isolation (FDI) filters for a class of linear parameter-varying (LPV) multi-agent systems, where the state-space representations of the agents ...
Damage detection using enhanced multivariate statistical process control technique
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
This paper addresses the problem of damage detection technique of structural health monitoring (SHM). Kernel principal components analysis (KPCA)-based generalized likelihood ratio (GLR) technique is developed to enhance ...
Reconfigurable control of linear systems based on state feedback adaptive virtual actuator
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
In this paper, design and development of fault tolerant control (FTC) of linear systems subject to loss of effectiveness and time-varying additive actuator faults as well as an external disturbance using the fault-hiding ...
Stochastic model predictive control for LPV systems
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Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
This paper considers a stochastic model predictive control of linear parameter-varying (LPV) systems described by affine parameter dependent state-space representations with additive stochastic uncertainties and probabilistic ...