Blind Identification of Structured Dynamic Systems
A Deterministic Perspective
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Article
Hybrid Adaptive Event-Triggered Consensus Control with Intermittent Communication and Control Updating
This paper studies the distributed consensus control for linear multi-agent systems under discontinuous communication and control updating. A fully distributed event-triggered adaptive control protocol with st...
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Article
Open AccessKey node identification for a network topology using hierarchical comprehensive importance coefficients
Key nodes are similar to important hubs in a network structure, which can directly determine the robustness and stability of the network. By effectively identifying and protecting these critical nodes, the rob...
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Article
Special issue on system identification and estimation
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Article
Prior area searching for energy-based sound source localization
Traditional energy-based sound source localization methods have the problems of the large solution space and time-consuming calculation. Accordingly, this paper proposes to use the data collected by each acous...
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Chapter
Conclusions
This book provides a comprehensive study for the blind system identification of various system models. For each blind identification problem, we mainly concern the identification object, the identifiability an...
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Chapter
Introduction
In this introductory chapter, the amazing blind system identification world will be introduced through interesting examples in various research fields. Through the blind identifiability analysis from the optim...
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Chapter
Linear Algebra and Polynomial Matrices
In order to make this book self contained, the subspace related preliminaries of linear algebra (Strang, 2019), (Golub & Van Loan, 2012) and polynomial matrices (Kailath, 1980) are briefly introduced in this c...
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Chapter
Identification of LTI Systems
To study the blind system identification with unknown inputs, it is essential to know the basic identification approaches in the system identification community. This chapter introduces three different methods...
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Chapter
Blind Identification of SISO IIR Systems via Oversampling
According to the comprehensive introduction of the blind system identification in Chap. 5, it can be concluded that the blind identifiability of a system requires either the structural properties of the system...
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Chapter
Blind Identification of MIMO Systems
In contrast to Chap. 5 where the blind SIMO system identification problem is investigated, this chapter is devoted to the identification of MIMO systems. Compared with t...
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Book
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Chapter
Representation of Linear System Models
For a multivariable LTI system, there are usually three kinds of equivalent representations: transfer function matrices, Markov parameters and state-space model. Their relationships and mutual transformations ...
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Chapter
Blind Identification of SIMO FIR Systems
The blind identification of single-input-multiple-output (SIMO) has well established theoretical results, which can be elegantly interpreted from algebraic and geometrical perspectives.
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Chapter
Blind Local Identification of Large-Scale Networked Systems
For a large-scale networked system, it is computationally prohibitive to conduct the global network identification on a single computational platform. To deal with this problem, the global network is split int...
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Chapter
Distributed Blind Identification of Networked FIR Systems
The blind identification requires to recover both the source signal and the system model using only the system output. For complex systems or high-dimensional LTI systems, it is computationally prohibitive to ...
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Chapter
Blind Identification of Structured State-Space Models
For the blind identification problem, the concerned system model is usually represented as a transfer function vector/matrix, and the identification task aims to recover the transfer function vector/matrix as ...
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Article
Open AccessMedical pluralism in a Dong Village, Southwestern China
Since Charles Leslie introduced the concept of “medical pluralism” in the early 1970s, there has been a steady stream of research in this domain. Based on a case study of a Dong (ethnic group) village in China...
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Article
Open AccessWhy some donors are more willing to donate platelets? ----a qualitative study on 25 regular platelet donors in Guangzhou, China
Since 1998, China has gradually moved toward voluntary uncompensated blood donation. In some cities, the shortage of platelets has been noticeably severe. Mutual assistance that collects blood from one’s famil...
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Social Environmental Factors and Condom Use Among Female Injection Drug Users who are Sex Workers in China
In order to understand the social environmental forces faced by females involved in both injection drug use and sex work, and their associations with condom use during commercial sex, 200 participants were rec...
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Open AccessInstitutional incentives for altruism: gifting blood in China
In mainland China, the motivation behind voluntary blood donation is a relatively new and understudied behavior. In recent times provincial governments in China have implemented various institutional incentive...
