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An M-estimator for reduced-rank system identification

Shaojie Chen, Kai Liu, Yuguang Yang, Yuting Xu, Seonjoo Lee, Martin Lindquist, Brian S. Caffo, Joshua T. Vogelstein
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6r4znskbk5h2ngu345slqsm6eu" style="color: black;">Pattern Recognition Letters</a> </i> &nbsp;
We mitigate both kinds of issues by proposing an M-estimator for Reducedrank System IDentification ( MR. SID).  ...  A combination of low-rank approximations, ℓ 1 and ℓ 2 penalties, and some numerical linear algebra tricks, yields an estimator that is computationally efficient and numerically stable.  ...  We address all three of these issues with our M-estimator for Reduced-rank System IDentification ( MR. SID).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patrec.2016.12.012">doi:10.1016/j.patrec.2016.12.012</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29391659">pmid:29391659</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5790321/">pmcid:PMC5790321</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pvvthz4lnzagbontefneous6qy">fatcat:pvvthz4lnzagbontefneous6qy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428193910/https://escholarship.org/content/qt38p4s1b6/qt38p4s1b6.pdf?t=qho78s" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/15/f815bd14287de2eb73017aed246f3b87831bed78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patrec.2016.12.012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5790321" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

An M-Estimator for Reduced-Rank High-Dimensional Linear Dynamical System Identification [article]

Shaojie Chen, Kai Liu, Yuguang Yang, Yuting Xu, Seonjoo Lee, Martin Lindquist, Brian S. Caffo, Joshua T. Vogelstein
<span title="2015-09-14">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We mitigate both kinds of issues via proposing an M-estimator for Reduced-rank System IDentification (MR. SID).  ...  A combination of low-rank approximations, L-1 and L-2 penalties, and some numerical linear algebra tricks, yields an estimator that is computationally efficient and numerically stable.  ...  We address all three of these issues with our M-estimator for Reduced-rank System IDentification (MR. SI D).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1509.03927v1">arXiv:1509.03927v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ng2elqdwn5evbahcmyyjj56xbi">fatcat:ng2elqdwn5evbahcmyyjj56xbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200907101813/https://arxiv.org/pdf/1509.03927v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5d/70/5d700912fabec9abc47e86c717cd8e427dced9a8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1509.03927v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Recursive Nuclear Norm based Subspace Identification

B. Telsang, S.T. Navalkar, J.W. van Wingerden
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4oklsgzkjvbihhegxblzc6b7re" style="color: black;">IFAC-PapersOnLine</a> </i> &nbsp;
This paper deals with the formulation of a recursive version of a nuclear norm based subspace identification method with an emphasis on reducing the computational complexity.  ...  This paper deals with the formulation of a recursive version of a nuclear norm based subspace identification method with an emphasis on reducing the computational complexity.  ...  The system identification problem is to approximate the system matrices for the system described in (1).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ifacol.2017.08.1585">doi:10.1016/j.ifacol.2017.08.1585</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ackwd5jlkrbe3dzoag2jbda5ki">fatcat:ackwd5jlkrbe3dzoag2jbda5ki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719114019/https://repository.tudelft.nl/islandora/object/uuid%3A26e57da0-3a0a-4d96-81c2-8aa642b2980c/datastream/OBJ/download" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/0f/200f6aeef351236d67278db9cffcf759d73c4669.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ifacol.2017.08.1585"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

High-Contrast Integral Field Spectrograph (HCIFS): multi-spectral wavefront control and reduced-dimensional system identification [article]

He Sun, Alexei Goun, Susan Redmond, Michael Galvin, Tyler Groff, Maxime Rizzo, N. Jeremy Kasdin
<span title="2020-07-12">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, we propose and experimentally validate a new reduced-dimensional system identification algorithm for an IFS imaging system, which improves the system's wavefront control speed, contrast and computational  ...  Any high-contrast imaging instrument in a future large space-based telescope will include an integral field spectrograph (IFS) for measuring broadband starlight residuals and characterizing the exoplanet's  ...  Acknowledgments The authors would like to thank Mary Anne Limbach for the discussions on IFS design. Disclosures The authors declare no conflicts of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.09753v2">arXiv:2005.09753v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/le5cusyqyjfalo53fgnuxmmobu">fatcat:le5cusyqyjfalo53fgnuxmmobu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200723155957/https://arxiv.org/pdf/2005.09753v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/55/81/55813aa0dc455431427a8bfb9034abf863707122.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.09753v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Identification of structured LTI MIMO state-space models

Chengpu Yu, Michel Verhaegen, Shahar Kovalsky, Ronen Basri
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wjd7b2sxyfahnaei4xvi46vwsu" style="color: black;">2015 54th IEEE Conference on Decision and Control (CDC)</a> </i> &nbsp;
Key to the developed identification algorithm is to transform a bilinear estimation to a rank constrained optimization problem and further a difference of convex programming (DCP) problem.  ...  This paper is devoted to developing an identification method which aims to find the global optimal solution under mild computational burden.  ...  GRAY-BOX SYSTEM IDENTIFICATION In this subsection, we aim to develop an algorithm to estimate θ and T from equation (4) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cdc.2015.7402630">doi:10.1109/cdc.2015.7402630</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cdc/YuVKB15.html">dblp:conf/cdc/YuVKB15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sjuvqrda7rhkrbddiqz5t4yppu">fatcat:sjuvqrda7rhkrbddiqz5t4yppu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722150636/https://repository.tudelft.nl/islandora/object/uuid%3Ae24ee66b-377b-480b-9d76-b55a4dc5bcaa/datastream/OBJ/download" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fe/32/fe323ed7f4d6842c04b1e948215d5f47d2e11cbe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cdc.2015.7402630"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Programming Identification Criteria in Simultaneous Equation Models

George E. Halkos, Kyriaki D. Tsilika
<span title="2014-04-29">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rhl7mzbnarbpvdefw3tbymu5ci" style="color: black;">Computational Economics</a> </i> &nbsp;
The application of the rank condition, due to its complicated definition and its computational demands, is time consuming and contains a high risk for errors.  ...  In our identification study we use the program editor of a free computer algebra system, Xcas.  ...  For the researcher looking for the proper parameter estimation for an econometric model, identification tests are part of an already complex process, either identification is checked numerically in terms  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10614-014-9444-9">doi:10.1007/s10614-014-9444-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xaz3plymmrfflaksfryp5kamce">fatcat:xaz3plymmrfflaksfryp5kamce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171111174852/https://core.ac.uk/download/pdf/12034998.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/e1/0fe114b5a90f64807d50c873ab455ae06d70360e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10614-014-9444-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Identification Aspects of Ritt's Algorithm for Discrete-Time Systems

C. Lyzell, T. Glad, M. Enqvist, L. Ljung
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
In system identification, the challenge of parameter estimation often lies in solving a non-convex optimization problem.  ...  Abstract: In system identification, the challenge of parameter estimation often lies in solving a non-convex optimization problem.  ...  The authors would like to thank the Swedish Research Council and the Vinnova Industry Excellence Center linksic for support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20090706-3-fr-2004.00113">doi:10.3182/20090706-3-fr-2004.00113</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n26vf653yvbbvhvaenfgdokrgi">fatcat:n26vf653yvbbvhvaenfgdokrgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922140857/http://liu.diva-portal.org/smash/get/diva2:317009/FULLTEXT01" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/35/9335da0c9a803243e4dae546de2b44bbb2c16847.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20090706-3-fr-2004.00113"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Blind identification and equalization for multiple-input/multiple-output channels

Ye Li, K.J. Ray Liu
<span title="">1996</span> <i title="IEEE"> Proceedings of GLOBECOM&#39;96. 1996 IEEE Global Telecommunications Conference </i> &nbsp;
Next, we extend t h e identification algorithms for single-input/multiple-output (SIMO) FIR channels, such as t h e algebraic algorithm a n d t h e subspace algorithm t o t h e identification of M I M  ...  Since t h e ambiguity m a t r i x can not be estimated using second-order statistics, we t h e n present a forth-order cumulant based ambiguity matrix estimation algorithm.  ...  Therefore, blind identification becomes an important technique t o estimate the parameters of MIMO systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/glocom.1996.591946">doi:10.1109/glocom.1996.591946</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sgixklxovnem5mhykcwket22mm">fatcat:sgixklxovnem5mhykcwket22mm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808013645/http://sig.umd.edu/publications/Li_GLOCOM_199611.pdf?origin=publication_detail" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/c1/9dc197defe185f939c7bda54cb42a50107571b56.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/glocom.1996.591946"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Prediction error identification of linear dynamic networks with rank-reduced noise [article]

Harm H.M. Weerts, Paul M.J. Van den Hof, Arne G. Dankers
<span title="2017-11-17">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
When applied to general dynamic networks with rank-reduced noise, it appears that the natural identification criterion becomes a weighted LS criterion that is subject to a constraint.  ...  The resulting joint-direct identification method, generalizes the classical direct method for closed-loop identification to handle situations of mutually correlated noise on inputs and outputs.  ...  Maximum likelihood estimates with rank-reduced noise have been obtained for vector autoregressive systems (Kölbl, 2015) and linear regression (Srivastava and von Rosen, 2002) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.06369v1">arXiv:1711.06369v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4eu7luydobdbtorlbnxsannjbm">fatcat:4eu7luydobdbtorlbnxsannjbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200924032830/https://arxiv.org/pdf/1711.06369v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/7b/6c7b87bdd5cc4995ea4d21d14f3f5926b800b56a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.06369v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Subspace Identification From Classical Realization Methods

Daniel N. Miller, Raymond A. de Callafon
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
Re-formulating subspace identification in terms of a low rank decomposition of a weighted Hankel matrix allows special cases such as impulse-based and step-based input signals, but also realization based  ...  Subspace identification techniques are reinterpreted via classical realization theory to formulate a wide class of subspace identification methods.  ...  Du(t)+v(t) (1) with state vector x ∈ R n , input vector u ∈ R m , output vector y ∈ R p , and system matrices A ∈ R n×n , B ∈ R n×m , C ∈ R p×n , D ∈ R p×m .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20090706-3-fr-2004.00016">doi:10.3182/20090706-3-fr-2004.00016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u2u7guqvpnalvdf2ufb567nsse">fatcat:u2u7guqvpnalvdf2ufb567nsse</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100625004027/http://maeresearch.ucsd.edu/callafon/publications/2009/SYSID09_2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/2f/452ffe439108036f907428c129d12e6b63f67b4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20090706-3-fr-2004.00016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Parameter Identification of Hydro Generation System with Fluid Transients Based on Improved Genetic Algorithm

Lin Gao, Yiping Dai, Junrong Xia
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nciav4ezqjdzhaiqbtxe4wvyam" style="color: black;">2009 Fifth International Conference on Natural Computation</a> </i> &nbsp;
More accurate models are adopted for dynamic stability analysis of hydro generation systems but the parameters of these models are often estimated roughly.  ...  The numerical and experimental results show good accordance between the actual systems and the identification results.  ...  The proposed ranking selection mechanism can effectively avoid an ultra high possibility of selection for few individuals and then reduce the risk of premature convergence at the earlier generations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icnc.2009.23">doi:10.1109/icnc.2009.23</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icnc/GaoDX09.html">dblp:conf/icnc/GaoDX09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ar5wm43uvgnlnaudxz7vlqfgi">fatcat:2ar5wm43uvgnlnaudxz7vlqfgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200324130629/https://works.bepress.com/gao/3/download/" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b4/de/b4de96417ba7c4500421bfade971bdc056738322.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icnc.2009.23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Incremental identification of kinetic models for homogeneous reaction systems

Marc Brendel, Dominique Bonvin, Wolfgang Marquardt
<span title="">2006</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5tgajaqjmrfmnpra5rznxmrvlm" style="color: black;">Chemical Engineering Science</a> </i> &nbsp;
An incremental approach for the identification of stoichiometries and kinetics of complex homogeneous reaction systems is presented in this paper.  ...  First, the reaction fluxes for the various species are estimated on the basis of balance equations and concentration measurements stemming from isothermal experiments.  ...  was partially funded by the Deutsche Forschungsgemeinschaft (DFG) within the Collaborative Research Center (SFB 540) "Model-based experimental analysis of kinetic phenomena in fluid multiphase reactive systems  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ces.2006.04.028">doi:10.1016/j.ces.2006.04.028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3kzkf2i435aebcrwliwaa4iop4">fatcat:3kzkf2i435aebcrwliwaa4iop4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190416171508/https://core.ac.uk/download/pdf/82714941.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ef/ed/efed66f067cb4c2f19f8c19df73b3ca8aa27ca3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ces.2006.04.028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Strong decoupling in singular systems

Liyi Dai
<span title="">1989</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rghqnkpv3zadtfqsjoownh4yti" style="color: black;">Mathematical Systems Theory</a> </i> &nbsp;
Singular systems should be transformed to an equivalent model in the first step of identification process. In fact choosing an appropriate equivalent singular model is of crucial importance.  ...  Tradit ional reduction methods used before for this purpose, but they resulted low accurate estimations because important dynamics of system have been omitted wrongly using those equivalencies.  ...  In fact, usual procedure for dealing with this kind of system is to (either explicitly o r imp licitly) reduce it to an equivalent regular state space system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf02088303">doi:10.1007/bf02088303</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kntutn6c3felfhfz7yqnwxmluy">fatcat:kntutn6c3felfhfz7yqnwxmluy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318104947/http://www.sapub.org/global/showpaperpdf.aspx?doi=10.5923/j.control.20130303.01" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/04/10/0410cf7e63dce0ccddef2cd3471343588d3acdf2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf02088303"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Bias-Eliminated Subspace Identification Method for Errors-in-Variables Systems

Tao Liu
<span title="">2012</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
paper by developing an orthogonal projection approach to guarantee consistent estimation of the deterministic part of such a system.  ...  For model identification of industrial operating systems subject to noisy input-output observations, known as the error-in-variables (EIV) problem, a subspace identification method is proposed in this  ...  An extended subspace identification method is proposed in this paper compared with the above subspace identification methods for EIV systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20120710-4-sg-2026.00141">doi:10.3182/20120710-4-sg-2026.00141</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2iym2riahrhkfmw2k7w6mf3qlm">fatcat:2iym2riahrhkfmw2k7w6mf3qlm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322022025/https://folk.ntnu.no/skoge/prost/proceedings/adchem-2012/files/0141.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/78/3178d91d9c5cf221a0f1e79bdb3560fef110f0dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20120710-4-sg-2026.00141"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Devising a method for identifying the model of multi-criteria expert estimation of alternatives

Konstantin Petrov, Igor Kobzev, Oleksandr Orlov, Victor Kosenko, Alisa Kosenko, Yana Vanina
<span title="2021-08-31">2021</span> <i title="Private Company Technology Center"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/l2suv73qxjf5jk3mi4shll66pm" style="color: black;">Eastern-European Journal of Enterprise Technologies</a> </i> &nbsp;
An approach to constructing mathematical models of individual multicriterial estimation was proposed based on information about the ordering relations established by the expert for a set of alternatives  ...  It was shown that in this case, the problem of parametric identification of the estimation model can be reduced to a standard linear programming problem.  ...  us to switch from the ranking scale to the scale of relations to measure the usefulness of an alternative (Table 2) ; 3) obtain quantitative estimates of alternatives or their ranks for those that were  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15587/1729-4061.2021.238020">doi:10.15587/1729-4061.2021.238020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/di3rpjjuj5fazj3tkpfcor4m74">fatcat:di3rpjjuj5fazj3tkpfcor4m74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210918153549/http://journals.uran.ua/eejet/article/download/238020/237847" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f5/87/f587a314f6c912dd3c2b3c8e3dad1c54a56e6151.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15587/1729-4061.2021.238020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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