Details Details PDF BIBTEX RIS Title Soft Fault Clustering in Analog Electronic Circuits with the Use of Self Organizing Neural Network Journal title Metrology and Measurement Systems Yearbook 2011 Issue No 4 Authors Grzechca, Damian Keywords fault detection ; parametric faults ; analogue electronic circuits ; self-organizing neural network Divisions of PAS Nauki Techniczne Coverage 555-568 Publisher Polish Academy of Sciences Committee on Metrology and Scientific Instrumentation Date 2011 Type Artykuły / Articles Identifier DOI: 10.2478/v10178-011-0054-8 ; ISSN 2080-9050, e-ISSN 2300-1941 Source Metrology and Measurement Systems; 2011; No 4; 555-568 References Bushnell L. (2002), Essentials of Electronic Testing for Digital, Memory and Mixed-Signal VLSI Circuits. ; Huertas I. (1993), Test and design for testability of analog and mixed-signal integrated circuits: theoretical basis and pragmatical approaches, Proc. ECCTD Conf, 75-156. ; J Huertas (2004), Test and Design-for-Testability in Mixed-Signal Integrated Circuits, doi.org/10.1007/978-0-387-23521-9 ; Milor L. (1998), A Tutorial Introduction to Research on Analog and Mixed-Signal Circuit Testing, IEEE Trans. on Circuits and Systems-II, 45, 10, 1389, doi.org/10.1109/82.728852 ; Lin P. (1998), Computational Approaches to Fault Dictionary, Analog Methods for Computer-Aided Circuit Analysis and Diagnosis. ; Richardson A. (1998), Design for Testability for Mixed Signal & Analogue Designs - From Layout to System, null, 425. ; Golonek T. (2007), Genetic-Algorithm-Based Method for Optimal Analog Test Points Selection, IEEE Trans. on Cir. and Syst.-II, 54, 2, 117, doi.org/10.1109/TCSII.2006.884112 ; Prasad V. (2000), Selection of test nodes for analog fault diagnosis in dictionary approach, IEEE Trans. Instrum. Meas, 49, 6, 1289, doi.org/10.1109/19.893273 ; Pułka A. (2011), Two Heuristic Algorithms for Test Point Selection in Analog Circuits Diagnoses, Metrology and Measurement Systems, 18, 1, 115, doi.org/10.2478/v10178-011-0011-6 ; Starzyk J. (2004), Entropy-Based Optimum Test Points Selection for Analog Fault Dictionary Techniques, IEEE Trans. on Instrumentation and Measurement, 53, 3, 754, doi.org/10.1109/TIM.2004.827085 ; Grasso F. (2007), A Method for the Automatic Selection of Test Frequencies in Analog Fault Diagnosis, IEEE Trans. on Instr. and Measur, 56, 6. ; Grzechca D. (2007), Simulated Annealing with Fuzzy Fitness Function for Test Frequencies Selection, null. ; Sen N. (1979), Fault Diagnosis for Linear Systems Via Multifrequency Measurements, IEEE Trans. On Circuits and Systems, 26, 457, doi.org/10.1109/TCS.1979.1084659 ; Chruszczyk Ł. (2007), Finding of optimal excitation signal for testing of analog electronic circuits, Bulletin of the Polish Academy of Science, 55, 3, 273. ; Golonek T. (2008), Optimization of PWL Analog testing Excitation by Means of Genetic Algorithm, null, 541. ; Hochwald W. (1979), A DC dictionary approach for analog fault dictionary determination, IEEE Trans. on Circuits and Systems, 26, 523, doi.org/10.1109/TCS.1979.1084665 ; Bilski P. (2007), Automated Diagnostics of Analog Systems Using Fuzzy Logic Approach, IEEE Trans. on Inst. and Measur, 56, 6. ; Grzechca D. (2006), Analog Fault AC Dictionary Creation - The Fuzzy Set Approach, null, 5744. ; Wang P. (2005), A New Diagnosis Approach for Handling Tolerance in Analog and Mixed-Signal Circuits by Using Fuzzy Math, IEEE Trans. on Circuits and Systems-I: Regular Papers, 53, 10. ; Zhou L. (2009), Soft Fault Diagnosis in Analog Circuit Based on Fuzzy and Direction Vector, Metrol. Meas. Syst, 16, 1, 61. ; Muhammad H. (2002), Spice for Circuits and Electronics Using Pspice. ; Tadeusiewicz M. (2011), Multiple catastrophic fault diagnosis of analog circuits considering the component tolerances, International Journal of Circuit Theory and Applications, doi.org/10.1002/cta.770 ; Toczek W. (2004), Analog fault signature based on sigma-delta modulation and oscillation-test methodology, Metrology and Measurement Systems, 11, 4, 363. ; Kuczyński A. (2009), Analog circuits diagnosis using discrete wavelet transform of supply current, Metrol. Meas. Syst, 16, 1, 77. ; Grzechca D. (2007), Wavelet - Neural Network to Analog Paramteric Fault Circuit Location, null, 2. ; Aminian F. (2007), Fault-Diagnostic System for Analog Electronic Circuit Using Neural Networks With Wavelet Transform as a Preprocessor, IEEE Trans. on Inst. and Measur, 56, 5. ; Jantos P. (2009), Global Parametric Faults identification in analog electronic circuits, Metrol. Meas. Syst, 16, 3, 391. ; Czaja Z. (2004), On fault diagnosis of analogue electronic circuits based on transformations in multidimensional spaces, Measurement, 35, 3, 293, doi.org/10.1016/j.measurement.2003.10.004 ; Tadeusiewicz M. (2006), International Journal of Circuit Theory and Applications, 607. ; Balen T. (2006), Functional Test of Field Programmable Analog Arrays, null. ; Das S. (2007), Testing Analog and Mixed-Signal Circuits With Built-In Hardware - A New Approach, IEEE Trans. On Inst. and Measur, 56, 3. ; Toczek W. (2009), Built-in test scheme for detection, classification and evaluation of nonlinearities, Metrol. Meas. Syst, 16, 1, 47. ; Grzechca D. (2009), Fault Diagnosis in Analog Electronic Circuit - the SVM approach, Metrology and Measurement Systems, 16, 4, 583. ; Rutkowski J. (1994), A two stage neural network DC fault dictionary, Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on, 6, 299, doi.org/10.1109/ISCAS.1994.409585 ; Grzechca D. (2010), PCA application to frequency reduction for fault diagnosis in analog and mixed electronic circuit, null, 1919. ; Somayajula S. (1996), Analog fault diagnosis based on ramping power supply current signature clusters, Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on, 43, 10, 703, doi.org/10.1109/82.539002 ; Somayajula S. (1993), Analog fault diagnosis: a fault clustering approach, null, 108. ; Collins P. (1994), Application of Kohonen and supervised forced organisation maps to fault diagnosis in CMOS opamps, Electronics Letters, 30, 22, 1846, doi.org/10.1049/el:19941281 ; Osowski S. (1998), Self-organizing neural network for fault location in electrical circuits, Electronics, Circuits and Systems, 1998 IEEE International Conference on, 2, 265. ; Grzechca D. (2011), Group of parametric failures in the amplifier with the use of ECG self-organizing neural network, null, 896. ; Kohonen T. (2000), Self Organizing Map. ; Kohonen T. (1988), Self Organization and Associative Memory. ; Mathworks, Self Organizing Map Toolbox. ; Mehotra K. (1997), Elements of Artificial Neural Networks, 187. ; Duch W. (2000), Neural networks, biocybernetics and biomedical engineering, Academic publishing house EXIT. ; Kugelstadt T. (2005), Getting the most out of your instrumentation amplifier design, Analog Applications Journal, 4.