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An Optimal Scheme for WSN Based on Compressed Sensing

Computers, Materials & Continua 2022年第7期72卷 1053-1069页

作者： Firas Ibrahim AlZobi Ahmad Ali AlZubi kulakov yurii Abdullah Alharbi Jazem Mutared Alanazi Sami Smadi Department of Information Systems and Networks Faculty of Information TechnologyThe World Islamic Sciences&Education UniversityJordan Computer Science Department Community CollegeKing Saud UniversitySaudi Arabia Department of Computer Engineering National Technical University of Ukraine Igor Sikorsky Kyiv Polytechnic InstituteUkraine

Wireless sensor networks(WSNs)is one of the renowned ad hoc network technology that has vast varieties of applications such as in computer networks,bio-medical engineering,agriculture,industry and many *** has been used in the internet-of-things(IoTs)applications.A method for data collecting utilizing hybrid compressive sensing(CS)is developed in order to reduce the quantity of data transmission in the clustered sensor network and balance the network *** cluster head nodes are chosen first from each temporary cluster that is closest to the cluster centroid of the nodes,and then the cluster heads are selected in order based on the distance between the determined cluster head node and the undetermined candidate cluster head ***,each ordinary node joins the cluster that is nearest to *** greedy CS is used to compress data transmission for nodes whose data transmission volume is greater than the threshold in a data transmission tree with the Sink node as the root node and linking all cluster head *** simulation results demonstrate that when the compression ratio is set to ten,the data transfer volume is reduced by a factor of *** compared to clustering and SPT without CS,it is reduced by 75%and 65%,*** compared to SPT with Hybrid CS and Clustering with hybrid CS,it is reduced by 35%and 20%,*** and SPT without CS are compared in terms of node data transfer volume standard *** with Hybrid CS and clustering with Hybrid CS were both reduced by 62%and 80%,*** compared to SPT with hybrid CS and clustering with hybrid CS,the latter two were reduced by 41%and 19%,respectively.

关键词： Compressed sensing computer networks sensor networks ad hoc networks

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Human-Computer Interaction Using Deep Fusion Model-Based Facial Expression Recognition System

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Computer Modeling in Engineering & Sciences 2023年第5期135卷 1165-1185页

作者： Saiyed Umer Ranjeet Kumar Rout Shailendra Tiwari Ahmad Ali AlZubi Jazem Mutared Alanazi kulakov yurii Department of Computer Science&Engineering Aliah UniversityKolkata700156India Department of Computer Science and Engineering National Institute of TechnologySrinagarJammu and Kashmir190006India Department of Computer Science&Engineering Thapar UniversityPatiala147004India Computer Science Department King Saud UniversityRiyadh11451Saudi Arabia Department of Computer Engineering National Technical University of UkraineIgor Sikorsky Kyiv Polytechnic InstituteKyiv03056Ukraine

A deep fusion model is proposed for facial expression-based human-computer Interaction ***,image preprocessing,i.e.,the extraction of the facial region from the input image is ***,the extraction of more discriminative and distinctive deep learning features is achieved using extracted facial *** prevent overfitting,in-depth features of facial images are extracted and assigned to the proposed convolutional neural network(CNN)*** CNN models are then ***,the performance of each CNN model is fused to obtain the final decision for the seven basic classes of facial expressions,i.e.,fear,disgust,anger,surprise,sadness,happiness,*** experimental purposes,three benchmark datasets,i.e.,SFEW,CK+,and KDEF are *** performance of the proposed systemis compared with some state-of-the-artmethods concerning each *** performance analysis reveals that the proposed system outperforms the competitive methods in terms of various performance ***,the proposed deep fusion model is being utilized to control a music player using the recognized emotions of the users.

关键词： Deep learning facial expression emotions recognition CNN

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Zero-Sum Continuous-Time Markov Games with One-Side Stopping

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Journal of the Operations Research Society of China 2024年第1期12卷 169-187页

作者： yurii Averboukh Laboratory of Stochastic Analysis and Its Applications National Research University Higher School of Economics(HSE)Moscow109028Russia Department of Differential Equations Krasovskii Institute of Mathematics and MechanicsYekaterinburg620108Russia

The paper is concerned with a variant of the continuous-time finite state Markov game of control and stopping where both players can affect transition rates,while only one player can choose a stopping *** dynamic programming principle reduces this problem to a system of ODEs with unilateral *** system plays the role of the Bellman *** show that its solution provides the optimal strategies of the ***,the existence and uniqueness theorem for the deduced system of ODEs with unilateral constraints is derived.

关键词： Continuous-time Markov games Dynamic programming Verification theorem Stopping time

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Towards Raman imaging of centimeter scale tissue areas for real-time opto-molecular visualization of tissue boundaries for clinical applications

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Light(Science & Applications) 2022年第6期11卷 1029-1031页

作者： Oleksii Ilchenko yurii Pilhun Andrii Kutsyk Technical University of Denmark Department of Health TechnologyCenter for Intelligent Drug Delivery and Sensing Using Microcontainers and NanomechanicsKgsLyngby 2800Denmark Lightnovo ApS Birker?d 3460Denmark Taras Shevchenko National University of Kyiv Department of Quantum Radio PhysicsKyivUkraine Technical University of Denmark Department of Energy Conversion and StorageKgsLyngby 2800Denmark

Raman spectroscopy combined with augmented reality and mixed reality to reconstruct molecular information of tissue surface.

关键词： surface clinical reality

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Invariant Einstein metrics on generalized Wallach spaces

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Science China Mathematics 2019年第3期62卷 569-584页

作者： Zhiqi Chen yurii Gennadievich Nikonorov School of Mathematical Sciences and LPMC Nankai University Southern Mathematical Institute of Vladikavkaz Scientific Centre of the Russian Academy of Sciences

Invariant Einstein metrics on generalized Wallach spaces have been classified except SO(k + l+ m)/SO(k) × SO(l) × SO(m). In this paper, we first give a survey on the study of invariant Einstein metrics on generalized Wallach spaces, and prove that there are infinitely many spaces of the type SO(k + l + m)/SO(k)× SO(l) × SO(m) admitting exactly two, three, or four invariant Einstein metrics up to a homothety.

关键词： compact homogeneous space generalized Wallach space symmetric space homogeneous Riemannian metric Einstein metric Ricci flow

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Computation of Fisher–Gale Equilibrium by Auction

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Journal of the Operations Research Society of China 2018年第3期6卷 473-483页

作者： yurii Nesterov Vladimir Shikhman Center for Operations Research and Econometrics Catholic University of Louvain1348 Louvain-la-NeuveBelgium National Research University Higher School of Economics MoscowRussia Department of Mathematics Technische Universität Chemnitz09126 ChemnitzGermany

We study the Fisher model of a competitive market from the algorithmic *** that,the related convex optimization problem due to Gale and Eisenberg(Ann Math Stat 30(1):165–168,1959)is *** latter problem is known to yield a Fisher equilibrium under some structural assumptions on consumers’utilities,e.g.,homogeneity of degree 1,*** goal is to examine applicability of the convex optimization framework by departing from these traditional *** just assume the concavity of consumers’utility *** this case,we suggest a novel concept of Fisher–Gale equilibrium by using consumers’utility *** prices of utility transfer the utility of consumption bundle to a common numé*** develop a subgradient-type algorithm from Convex Analysis to compute a Fisher–Gale equilibrium via Gale’s *** order to decentralize prices,we additionally implement the auction design,i.e.,consumers settle and update their individual prices and producers sell at the highest offer *** price adjustment is based on a tatonnement procedure,i.e.,the prices change proportionally to consumers’individual excess *** averages of consumption are shown to clear the market of *** algorithm is justified by a global rate of *** the worst case,the number of price updates needed to achieve anε-tolerance is proportional to 1/ε^(2).

关键词： Fisher equilibrium Computation of equilibrium Price adjustment Convex optimization Subgradient methods Decentralization of prices Auction

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Kinetics of oxidative coupling of methane:Bridging the gap between comprehension and description

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Journal of Natural Gas Chemistry 2009年第3期18卷 273-287页

作者： Mikhail Sinev Zukhra Fattakhova Vladimir Lomonosov yurii Gordienko Semenov Institute of Chemical Physics ZAO "SCHAG" Company

The development of notions about the mechanism of the oxidative coupling of methane （OCM） over oxide catalysts and corresponding progress in its kinetic description are reviewed and discussed. The latter becomes essential at the stage of scaling up and optimization of the process in pilot and industrial reactors. It is demonstrated that the main achievements in the development of kinetic models can be reached by combining the approaches conventionally used in homogeneous gas-phase kinetics and in heterogeneous catalysis. In particular, some important features of the OCM process can be described if several elementary reactions of free radical species （formation and transformation） with surface active sites are included into the detailed scheme of methane oxidation in gas. However, some important features, such as a non-additive character of the reciprocal influence of methane and ethane in the case of their simultaneous presence in the reaction mixture, cannot yet be described and comprehended in the framework of schemes developed so far. Possible ways towards an advanced kinetic model, accounting the main principles of catalyst functioning （redox nature of active sites） and pathways of product formation （via free radicals） are traced.

关键词： natural gas methane oxidative coupling of methane ethane ethylene kinetics mechanism rate equations

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Application of aluminum foil for “strain sensing” at fatigue damage evaluation of carbon fiber composite

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Science China(Physics,Mechanics & Astronomy) 2014年第1期57卷 59-64页

作者： PANIN Sergey BURKOV Mikhail LYUBUTIN Pavel ALTUKHOV yurii Laboratory of Polymer Composite Materials Institute of Strength Physics and Material Science 634021 Akademicheskii avenue 2/4Tomsk Russia National Research Tomsk Polytechnic University 634050 Lenina avenue 30 office 127 Tomsk Russia

Surface layer of a loaded solid is an individual structural level of deformation that was shown numerously within concept oI physical mesomechanics. This gives rise to advance in its deformation development under loading as well as allows using this phenomenon to sense the strain induced structure changes. It is of specific importance for composite materials since they are highly heterogeneous while estimating their mechanical state is a topical applied problem. Fatigue tests of carbon fiber compo- site specimens were carried out for cyclic deformation estimation with the use of strain sensors made of thin （80 jam） alumi- num foil glued to the specimen＇s surface. The surface images were captured by DSLR camera mounted onto an optical micro- scope. Strain relief to form during cyclic loading was numerically estimated using different parameters： dispersion, mean square error, universal image quality index, fractal dimension and energy of Fourier spectrum. The results are discussed in view of deformation mismatch in thin foil and bulk specimen and are offered to be applied for the development of Structural Health Monitoring （SHM） approach.

关键词： fatigue carbon fiber composite strain sensor structural health monitoring

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Variations in defect substructure and fracture surface of commercially pure aluminum under creep in weak magnetic field

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Chinese Physics B 2017年第12期26卷 427-431页

作者： Sergey Konovalov Dmitry Zagulyaev 陈希章 Victor Gromov yurii Ivanov Samara National Research University Samara 443086 Russia Wenzhou University Wenzhou 325035 China Siberian State Industrial University Novokuznetsk 654007 Russia Institute of High Current Electronics of the Siberian Branch of the Russia Academy of Sciences Tomsk 634055 Russia

Commercially pure polycrystalline aluminum of grade A85, as a test material, is investigated. Using scanning and transmission electron microscopy the aluminum fine structure and fracture surface are analyzed. Fractures are studied in the regime of creep with and without a simultaneous effect of 0.3-T magnetic field. It is found that the application of a magnetic field in a linear stage of creep leads to substructure imperfection increasing. Furthermore, the magnetic field effect on aluminum in the process of creep causes the average scalar density of dislocations to increase and induces the process of dislocation loop formation to strengthen. Fractographic investigation of the fracture surface shows that in the fibrous fracture zone the average size of plastic fracture pits decreases more than twice under creep in the condition of external magnetic field compared with in the conventional experimental condition. In a shear zone, the magnetic field causes the average size of fracture pits to decrease. Experimental data obtained in the research allow us to conclude that the magnetic field effect on aluminum in the process of creep leads to the fracture toughness value of the material decreasing, which will affect the state of defect substructure of the volume and surface layer of the material. The influence of the magnetic field is analyzed on the basis of the magneto-plasticity effect.

关键词： aluminum magnetic field creep structure

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The Value of Traditional Medicine Should not be Underestimated-Traditional Chinese Medicine in Treatment of Autoimmune Diseases

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Chinese Medicine and Culture 2024年第2期7卷 167-173页

作者： yurii O Novikov Anait P Akopyan Bashkir State Medical University Republic of BashkortostanRussia 450008

Autoimmune diseases of the nervous system(ADNS)are characterized by the formation of a pronounced neurologic deficit and often lead to *** attention of doctors and researchers is increasingly attracted by complementary medicine as adjuvant or preventive therapy for various diseases,including autoimmune *** Chinese medicine(TCM)is a combination of treatment methods that include acupuncture,herbal medicine,dietetics,physical exercises,and other methods that are often used in conjunction with recognized approaches of official medical *** article describes the application of TCM techniques in autoimmune diseases of the nervous system,and demonstrates clinical experience in the use of acupuncture,herbal medicine,diets and physical *** and complementary medicine is an important and often underestimated healthcare resource,especially in the prevention and treatment of autoimmune diseases of the nervous system.

关键词： Autoimmune diseases Traditional Chinese medicine Nervous diseases

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