{"title":"Identification Scheme with Stability Constraints for High Velocity Turbulence in Adaptive Optics","authors":"Jesse Cranney, J. Doná, V. Korkiakoski, F. Rigaut","doi":"10.1109/ANZCC.2018.8606589","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606589","url":null,"abstract":"High-wind velocity Adaptive Optics (AO) systems depend on functional and identifiable predictive turbulence models. Existing system identification techniques for this specific class of systems is either unnecessarily general (including a large set of impractical solutions), or very specific (not easily scaled to arbitrary wind-velocities). The authors present the motivation and derivation of a system identification method which is solved directly in the parameter space of the predictive estimator, using recent phase estimates of the turbulence.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115809786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Tang, Tingzhang Liu, Xiaoye Xi, Yue Lin, Jianfei Zhao
{"title":"Power Transformer Anomaly Detection Based on Adaptive Kernel Fuzzy C-Means Clustering and Kernel Principal Component Analysis","authors":"K. Tang, Tingzhang Liu, Xiaoye Xi, Yue Lin, Jianfei Zhao","doi":"10.1109/ANZCC.2018.8606615","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606615","url":null,"abstract":"In this paper, a data-driven power transformer anomaly detection method is presented. For transformers with multiple working states and nonlinearity of data, adaptive kernel fuzzy C-means clustering (KFCM) algorithm is used to cluster sample data, each class corresponds to a working state. Then, the kernel principal component analysis (KPCA) is used to obtain projection matrices and anomaly detection limits of various classes. A method for online update of sample data is designed in this paper. Finally, the measured data of the power transformer is used for experiment, and the results are compared with the results obtained by using the conventional KPCA algorithm. The experimental results prove the correctness and effectiveness of the method in this paper.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"186 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124712974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Application of Non-local Mean Filtering in Real Head MR Image*","authors":"Jing Li, Hongliang Liu, J. He, Pei Yang","doi":"10.1109/ANZCC.2018.8606549","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606549","url":null,"abstract":"MR images have high resolution for soft tissues, which have been widely used for brain research. During the acquisition of MR images due to the interference of the hardware device and external environment, it introduces a amount of noises, which will affect the clinical accuracy of the diagnosis of the disease. The basic principle of non-local mean filtering is similar to the mean filter, but the non-local mean filter adds the weight value of each point to the calculation, so it can be ensured that when neighboring and very different points are averaged in the box, which also retains a lot of details on the edge of the image, so that the image will look more clear. In this paper, the non-local mean denoising algorithm is compared with three kinds of preserving and denoising algorithms: median filtering, anisotropic diffusion filtering, and bilateral filtering. It is verified that it has good performance in denoising while maintaining the edge, and applied in the denoising of real head MR images.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128686962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hyperbolic Function Hybrid Switching Sliding Surface Design For Discrete-Time Uncertainty Systems*","authors":"Huazhou Hou, Long Xu, G. Wen, Xinghuo Yu","doi":"10.1109/ANZCC.2018.8606582","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606582","url":null,"abstract":"In this paper, a novel nonlinear sliding surface is designed for the discrete-time uncertain system. Two hyperbolic functions are introduced into the proposed novel sliding surface. With the appearance of these functions, the closed-loop system performance is improved. The sliding mode control law is derived based on the reaching-law approach and multirate output feedback technology. The reaching condition of the proposed sliding surface is proved, and the condition that ensures the stability of the closed-system is discussed. Finally, a simulation example is presented to illustrate the effectiveness of the proposed method.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126763220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guangwei Gao, Pu Huang, Songsong Wu, Hao Gao, Dong Yue
{"title":"Reconstruction in Gabor Response Domain for Efficient Finger-knuckle-Print Verification","authors":"Guangwei Gao, Pu Huang, Songsong Wu, Hao Gao, Dong Yue","doi":"10.1109/ANZCC.2018.8606590","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606590","url":null,"abstract":"The finger knuckle print (FKP) based personal identification has achieved much interest. One of the disadvantages of the generally used Gabor filter based Competitive Coding method is that it is sensitive to variations caused in image acquisition stage. To handle this problem, researchers have proposed a reconstruction based scheme in original image pixel domain. However, the reconstruction in original image domain may lose much valuable directional information extracted by Gabor filters with different orientations. Compared with the previous methods, in this paper, we propose to perform reconstruction in Gabor filter response domain. For each orientation, we reconstruct the Gabor response of a query image using the responses in the template database. Thus, the directional information contained in the image is fully utilized. Then, we binarize each reconstructed responses for feature coding and matching with the constructed \"mask\", which considers not only the reconstructive error but also the Gabor response in a specific location. The mask can characterize the significance of a specific location along a specific orientation. Finally, by using a score level adaptive binary fusion rule, the matching distances before and after reconstruction are adaptively fused. The experimental results conducted on the benchmark PolyU FKP database show the performance advantage of the presented method.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127845009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Augmented Lyapunov-Krasovskii Functional Approach to Analyze Stability of T-S Fuzzy Systems With Time-Varying Delay","authors":"Jiaxiu Yang, Shuqian Zhu, Tian-Bao Wang","doi":"10.1109/ANZCC.2018.8606610","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606610","url":null,"abstract":"In this paper, we propose an improved delay-and-delay-derivative-dependent stability criterion of T-S fuzzy system with time-varying delay. The criterion is derived by applying an augmented Lyapunov-Krasovskii functional approach together with a canonical Bessel-Legendre inequality, and it is given in the form of linear matrix inequalities. By numerical comparison, we show that the obtained criterion can ensure a lager upper delay bound over some recent published delay-dependent stability criteria and it can be improved by increasing the number of Legendre polynomials.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132397325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vickneswaran Artheec Kumar, Don Bombuwela, Z. Cao, Xianming Zhang
{"title":"Enhanced Smith Predictor based Active Disturbance Rejection Control for Tracking and Rejecting Periodic Signals on Time Delay Systems*","authors":"Vickneswaran Artheec Kumar, Don Bombuwela, Z. Cao, Xianming Zhang","doi":"10.1109/ANZCC.2018.8606571","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606571","url":null,"abstract":"Smith Predictor based Active Disturbance Rejection Control (SPADRC) allows compensation of systems with dominant input delay in addition to its intrinsic ability to deal with external disturbances and unknown model uncertainties. However, its performance is affected by large steady state error when tracking or rejecting periodic signals. Addressing this problem, this paper presents a novel Repetitive Control with Smith Predictor based Active Disturbance rejection (RCSPADRC) to simultaneously track and reject periodic signal on a time delay system. Comparison studies shows RCSPADRC has superior performance.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133042493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alexandre Lefort, Xavier Dal Santo, Jordan Ninin, B. Clement
{"title":"Depth Control of a Submarine: An Application of Structured H∞ Synthesis Method for Uncertain Models based on Interval Analysis","authors":"Alexandre Lefort, Xavier Dal Santo, Jordan Ninin, B. Clement","doi":"10.1109/ANZCC.2018.8606583","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606583","url":null,"abstract":"This paper introduces a robust and structured controller synthesis method dealing with uncertain system dynamics. Postulating time-invariant and bounded errors on both system inner parameters and external disturbances this method provides formal proof of compliance to a given set of stability and performance criteria. This guarantee is obtained through the interval analysis of the closed-loop system which encompasses any possible time-domain and frequency-domain variations. Here this method is applied to the robust frequency attenuation, seen as H∞ criteria, and stability for depth control of a submarine. This paper then emphasizes the synthesis method from model and regulation problem definitions to synthesis implementation and discuss its results.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127673780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Haili Liang, Zhao Zhou, Fancheng Zhang, Chen Peng, Yulong Wang
{"title":"Stochastic Stability of Evolutionary Prisoner’s Dilemma*","authors":"Haili Liang, Zhao Zhou, Fancheng Zhang, Chen Peng, Yulong Wang","doi":"10.1109/ANZCC.2018.8606540","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606540","url":null,"abstract":"In this paper, we study two-player evolutionary prisoner’s dilemma on regular graphs and identify the stochastically stable equilibria for infinite populations. We consider four different update rules: birth-death(BD), death-birth(DB), imitation(IM) and pairwise comparison(PC). With the same values of cost and benefit of cooperation, we show that there is a unique stochastically stable equilibrium for evolutionary prisoner’s dilemma on regular graphs. If the benefit-to-cost ratio is larger than k + 2 (k is the degree of a regular graph), the networked game has a higher fraction of cooperators than that for a well-mixed population. Under certain conditions, the lower graph connectivity can lead to the emergence of more cooperators. Besides theoretical analysis, we demonstrate our results through numerical computations and simulations as well.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114267945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A switched system approach for networked inverted pendulum control system with time-varying delays","authors":"Tongxiang Li, Li Yu","doi":"10.1109/ANZCC.2018.8606553","DOIUrl":"https://doi.org/10.1109/ANZCC.2018.8606553","url":null,"abstract":"The stability and stabilization problem of networked inverted pendulum control system (NIPCS) with time-varying delays has been studied. The NIPCS is modelled as a discrete-time switched system with norm-bounded uncertainties and a state feedback controller is considered. Sufficient conditions are presented for the exponential stability of the closed-loop NIPCS by switched system approach and robust control techniques. Finally, the experiment of networked inverted pendulum control system is given to demonstrate the effectiveness of the proposed method.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126717370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}