Inouye's Biography
Yujiro Inouye
received the B.Eng., M.Eng., and D.Eng. degrees in Control Engineering in 1966,
1968, and 1971, respectively, from Osaka University, Osaka, Japan.
From
April in 1971 to March in 1997, he was with the Faculty of Engineering Science,
Osaka University. Since April in 1997, he is a Professor at the Department of
Electronic and Control Systems Engineering, Faculty of Science and Engineering,
Shimane University. His research interests are in signal processing, neural
networks, system identification, and control engineering.
Dr. Inouye is a
member of the International Neural Network Society, the Institute of
Electronics, Information and Communication Engineers in Japan, the Society of
Instrument and Control Engineers in Japan, and the Institute of Systems,
Control, and Information Engineers in Japan.
井上雄二郎 Yujiro
Inouye
１）生年：１９４３年
２）学歴：大阪大学基礎工学卒業（１９６６年）
大阪大学大学院基礎工学研究科物理系専攻博士課程終了（１９７１年）
３）取得学位：工学博士（１９７１年）
４）職歴：大阪大学助手基礎工学部助手（１９７１年〜１９８８年）
文部省（長期）在外研究員（１９８２年〜１９８３年）
大阪大学助教授（１９８８年〜１９９６年）
文部省（長期）在外研究員（１９９３年）
島根大学教授（１９９７年〜）
５）主な担当授業科目：信号理論基礎、信号処理、通信工学
６）現在の専門：ディジタル信号処理論、通信工学，システム理論、
７）所属学会：米国ＩＥＥＥ学会、電子情報通信学会、計測自動制御学会、ＩＮＮ学会，
システムｊ制御情報学会
８）研究歴：１９７１年〜１９８０年の１０年間は非線形制御系の可観測性、多項式行列の逆行列の計算法、制御系の安定化補償器の設計、制御系設計の計算機援用設計プログラム（ＣＡＤ）パッケージの開発などの研究に従事．１９８１年〜１９８３年の３年間は多変量自己回帰（ＡＲ）モデルの構成や多変量信号のスペクトル推定の研究に従事。１９８４年〜１９８５年の２年間は分布定数系や遅延系を含む無限次元線形系のシステム理論的な研究、特に、伝達関数行列の行列分解表現、既約行列分解表現、準マクミラン形式の研究に従事．１９８６年以後、３次や４次の高次統計量を用いた信号処理の研究、特に、高次統計量による線形システムのモデリング、重畳した幾つかの信号のブラインド信号分離、などの研究に従事．現在、ディジタル通信用の等化器の設計に関する研究に従事．
９）最近の研究業績：
A. 学術研究論文
[1] | Y. Inouye and R. Liu, "A System-Theoretic Foundation for Blind Equalization of an FIR MIMO Channel System," IEEE Trans. on Circuits and Systems, Vol. 49, No. 4, pp.425-436, 2002. |
[2] | R. Liu and Y. Inouye, "Direct Blind Deconvolution of Multiuser-Multichannel Systems Driven by Temporally White Source Signals," IEEE Trans. on Information Theory, Vol. 48, No. 5, pp. 1206-1214, 2002. |
[3] | Y. Inouye and K. Tanebe, "Super-Exponential Algorithms for Multichannel Blind Deconvolution, IEEE Trans. on Signal Processing, Vol. 48, No. 3, pp. 881-888, 2000. |
[4] | Y. Inouye and T Sato, " Iterative Algorithms Based on Multistage Criteria for Multichannel Blind Deconvolution," IEEE Trans. on Signal Processing, Vol. 47, No. 6, pp. 1759-1764, 1999. |
[5] | Y. Inouye, "Criteria for Blind Deconvolution of Multichannel Linear Time-Invariant Systems," IEEE Trans. on Signal Processing, Vol. 46, No. 12, pp. 3432-3436, 1998. |
[6] | Y. Inouye and K. Hirano, "Cumulant-Based Blind Identification of Linear Multi-Input-Multi-Output Systems Driven by Colored Inputs," IEEE Trans. on Signal Processing, Vol. 45, No. 6, pp. 1543-1552, 1997. |
[7] | Y. Inouye and T. Umeda, "Parameter Estimation of Multivariate ARMA Processes Using Cumulants," IEICE Trans. on Fundamentals, Communications and Computer Sciences, Vol. E77-A, No. 5, pp. 748-759, 1994. |
[8] | Y. Inouye and Y. Suga, "Identification of Linear Systems with Noisy Input Using Input-Output Cumulants," Int. J. Control, Vol. 59, No. 5. pp. 1231-1253, 1994. |
[9] | L. Tong, Y. Inouye, and R. Liu, "Waveform-Preserving Blind Estimation of Multiple Independent Sources," IEEE Trans. on Signal Processing, Vol. 41, pp. 2461-2470, 1993. |
[10] | L. Tong, Y. Inouye, and R. Liu, "A Finite-Step Global Convergence Algorithm for the Parameter Estimation of Multichannel MA Processes," IEEE Trans. on Signal Processing, Vol. 40, pp. 2547-2558, 1992. |
[11] | Y. Inouye and H. Tsuchiya, "Identification of Linear Systems Using Input-Output Cumulants," Int. J. Control, Vol. 53, No. 6, pp. 1431-1448, 1991. |
[12] | G. B. Giannakis, Y. Inouye, and J. M. Mendel, "Cumulant Based Identification of Multichannel Moving Average Models," IEEE Trans. Automat. Control, Vol. AC-34, pp. 783-787, 1989. |
[1] | Statistical Methods in Control and Signal Processing, Marcel Dekker 1997 (Chapter 14: Criteria for Blind Deconvolution of Multichannel Linear Time-Invariant Systems of Nonminimum Phase, pp. 375-397を分担執筆) |
[2] | Linear Circuits, Systems and Signal Processing, Marcel Dekker Inc. 1990 (Chapter 6: Linear Systems with Transfer Functions of Bounded Type: Factorization Approach, pp. 141-173, を分担執筆) |
[1] | M. Kawamoto, Y. Inouye, A. Mansour, and R. Liu, “A Deflation Algorithm for the Blind Deconvolution of MIMO-FIR Channels Driven by Fourth-Order Colored Signals,” to appear in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2002), Orlando, Florida, U.S.A. (2002). |
[2] | M. Kawamoto, Y. Inouye, A. Mansour, and R. Liu, “Blind Deconvolution Algorithms for MIMO-FIR Systems Driven by Fourth-order Colored Signals,” Proc. of the Third International Workshop on Independent Component Analysis and Blind Signal Separation, pp. 692-697, San Diego, California, U.S.A. (2001). |
[3] | R. Liu, Y. Inouye, H. luo, and M. Haenggi, "Limitations and Applicability od SOS-Based Blind Techniques for Channel Equalization," Proc. of European Conference on Circuit Theory and Design, Helsinki, Finland, vol. 1, pp. 373-377, 2001. |
[4] | M. Kawamoto, Y. Iwasaki, and Y. Inouye, “Segregation of One Desired Signal From the Mixtures of Sources Using a Blind Separation Method,” Proc. of the First International Symposium on Measurement, Analysis and Modeling of Human Functions, pp. 417-421, Sapporo, Japan (2001). |
[5] | M. Kawamoto, Y. Inouye, and R. Liu, "Blind Deconvolution Algorithms for MIMO-FIR Systems Driven by Fourth-Order Colored Signals ," Proc. 31st ISCIE Int. Sympo. on Stochastic Systems Theory and Its Applications,Tottori, Japan, pp. 247-252, 2000. |
[6] | M. Kawamoto, Y. Inouye, and R. Liu, "Blind Equalization Algorithms for MIMO-FIR Channels Driven by White but Higher-Order Colored Source Signals," Proc. 34th Annual Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, California, pp.1202-1206, 2000. |
[7] | R. Liu and Y. Inouye, and Luo" A System-Theoretic Foundation for Blind Signal Separation of MIMO-FIR Convolutive Mixtures: A Review," Proc. 2nd Int. Workshop on Independent Component Analysis and Signal Separation, Helsinki, Finland, pp. 205-210, 2000. |
[8] | Y. Inouye and R. Liu, "A System-Theoretic Foundation for Blind Equalization of an FIR MIMO Channel System," Proc. IEEE Int. Sympos. on Circuits and Systems, Geneva, Switzerland, Vol. 1, pp.120-123, May 2000. |
[9] | Y. Inouye and R. Liu, "Direct Blind Deconvolution of FIR Multiple-Input Multiple-Output Systems, " Proc. 31st ISCIE Int. Sympo. on Stochastic Systems Theory and Its Applications, Yokohama, Japan, pp. 175-180, 1999. |
[10] | R. Liu and Y. Inouye, "Direct Blind Deconvolution of Multiuser-Multichannel Systems Driven by Temporally White Source Signals," Proc. IEEE Int. Sympos. on Circuits and Systems , Orlando, Vol. 5, pp. 49-52, Florida, 1999. |
[11] | Y. Inouye and R. Liu, "Criteria for Direct Blind Deconvolution of MIMO FIR Systems Driven by White Source Signals," Proc. IEEE Int. Conf. on Acoust., Speech and Signal Processing, Phoenix, Arizona, Vol. 5, pp. 2889-2892, 1999. |
[12] | R. Liu and Y. Inouye, "Direct Signal Separation of Convolutive Mixtures of White Spatially Independent Non-Gaussian Signals," Proc. 1st Int. Workshop on Independent Component Analysis and Signal Separation, Aussois, France, pp. 233-238, 1999. |
[13] | Y. Inouye and R. Liu, "Blind Deconvolution of Multi-Input-Multi-Output Finite Impulse Response Systems," Proc. 30th ISCIE Int. Sympo. on Stochastic Systems Theory and Its Applications, Kyoto, Japan, pp. 117-122, 1998. |
[14] | Y. Inouye and S. Ohno, "Adaptive Algorithms for Implementiong the Single-Stage Maximization Criterion for Multichannel Blind Deconvolution," Proc. 5th Int. Conf. on Neural Information Processing, Kitakyushu, Japan, vol. 2, pp. 733-736, 1998. |
[15] | S. Ohno, Y. Inouye, and K. Tanebe, "A Numerical Algorithm for Implementing the Single-Stage Maximization Criterion for Multichannel Blind Deconvolution," Proc. EUSIPCO-98, Rodes, Greece, pp.1649-1652, 1998. |
[16] | S. Ohno and Y. Inouye, "A Least-Squares Interpretation of the Single-Stage Maximization Criterion for Multichannel Blind Deconvolution,"Proc. IEEE Int. Conf. on Acoust., Speech and Signal Processing, Seattle, WA, pp.2101-2104, 1998. |
[17] | Y. Inouye and K. Tanebe, "Super-Exponential Methods for Multichannel Blind Deconvolution," Proc. IEEE Int. Conf. on Acoust., Speech and Signal Processing, Seattle, WA, pp.2353-2356, 1998. |
[18] | Y. Inouye and T. Sato, " On-Line Algorithms for Blind Deconvolution of Multichannel Linear Time-Invariant Systems," Proc. IEEE Signal Processing Workshop on Higher-Order Statistics, Banff, Canada, pp. 204-208, 1997. |
[19] | Y. Inouye and T. Sato, " Multistage Criteria for Blind Deconvolution of Multichannel Linear Time-Invariant Systems," Preprints of 11th IFAC Symposium on System Identification, vol. 3, pp. 1069-1074, 1997. |
[20] | Y. Inouye, "Criteria for Blind Deconvolution of Multichannel Linear Time-Invariant Systems," Proc. 35th IEEE Int. Conf. on Decision and Control, pp. 1521-1526, 1996. |
[21] | Y. Inouye and T. Sato, " Unconstrained Optimization Criteria for Blind Equalization of Multichannel Linear Systems of Nonminimum Phase," Proc. 3rd Int. Conf. on Signal Processing, pp, 416-419, 1996. |
[22] | Y. Inouye and T. Sato, " Unconstrained Optimization Criteria for Blind Deconvolution of Multichannel Linear Systems," Proc. Int. Conf. on Neural Information Processing, pp. 1189-1194, 1996. |
[23] | Y. Inouye and T. Sato, " Unconstrained Optimization Criteria for Blind Equalization of Multichannel Linear Systems," Proc. Int. IEEE Signal Processing Workshop on Statistical Signal and Array Processing, pp. 320-323, 1996. |
[24] | Y. Inouye and T. Ohta, "Blind Equalization of Digital Communication Channels Using Fractionally Spaced Samples," Proc. IEEE Int. Sympos. on Circuits and Systems, vol. 2, pp.165-168, 1996. |
[25] | Y. Inouye and K. Hirano, "Blind Identification of Linear Multivariable Systems Driven by Colored Inputs," Proc. 34th IEEE Int. Conf. on Decision and Control, pp. 715-720, 1995. |
[26] | T. Yamamoto, Y. Inouye, and M. Kaneda, "A Simple Pole-Assignment Scheme for Designing Multivariable Self-Turning Controllers," Proc. IFAC Sympos. on Adaptive Systems in Control and Signal Processing, pp. 425-430, 1995. |
[27] | Y. Inouye and T. Habe, "Multichannel Blind Equalization Using Second- and Fourth-Order Cumulants," Proc. IEEE Signal Processing Workshop on Higher-Order Statistics, pp. 96-100, 1995. |
[28] | Y. Inouye and B. Sako, "Identifiability of Multichannel Linear Systems Driven by Colored Inputs and Its Application to Blind Signal Separeation," Proc. IEEE Int. Sympos. on Circuits and Systems, Vol. 5, pp. 57-60, 1994. |
[29] | Y. Inouye and Y. Suga, "Identification of Linear Systems with Noisy Input Using Fourth-Orders Cumulants," Proc. IEEE Signal Processing Workshop on Higher-Order Statistics, pp. 9-13. 1993. |
[30] | L. Tong, V. C. Soon, Y. Inouye, Y, Huang, and R. Liu, "Waveform- Preserving Blind Estimation of Multiple Sources," Proc. 30th IEEE Int. Conf. on Decision and Control, pp. 2388-2393, 1991 |
[31] | L. Tong, S. Yu, Y. Inouye, and R. Liu,"A Necessary and Sufficient Condition on Blind Identification," Proc. Int. Signal Processing Workshop on Higher Order Statistics, pp. 261-264, 1991. |
[32] | Y. Inouye and T. Umeda, "Parameter Estimation of Multichannel ARMA Processes Using Fourth-Order Cumulants," Proc. Int. Signal Processing Workshop on Higher Order Statistics, pp. 249-252, 1991. |
[33] | L. Tong, Y. Inouye, and R. Liu, "Waveform-Preserving Blind Estimation of Independent Sources," Proc. Int. Sympos. on Math. Theory of Networks and Systems, vol. 1, pp. 607-6121. 1991. |
[34] | Y. Inouye and H. Tsuchiya," Identification of Linear Systems Using Input-Output Cumulants," Proc. Int. Sympos. On Math.Theory of Networks and Systems, vol. 1, pp. 647-652,1991. |
[35] | L. Tong, Y. Inouye, and R. Liu, " Waveform-Preserving Blind Extration of Multiple Independent Sources," Proc. IEEE Int. Sympos. on Inform. Theory, p.131, 1991. |
[36] | Y. Inouye and T. Umeda, "Cumulant-Based Parameter Estimation of Multichannel ARMA Models," Proc. Int. Sympos. on Math. Theory of Networks and Systems, vol. 1, pp. 625-630, 1991. |
[37] | L. Tong, Y. Inouye, and R. Liu, "A Finite-Step Global Convergence Algorithm for the Cumulant-Based Parameter Estimation of Multichannel Moving Average Processes, Proc. IEEE Int. Conf. on Acoust., Speech and Signal Processing, pp. 3445-3448, 1991. |
[38] | L. Tong, Y. Inouye, and R. Liu, "Eigenstructure-Based Blind Identification of Independent Signals," Proc. IEEE Int. Conf. on Acoust., Speech and Signal Processing, pp. 3329-3332, 1991. |
[39] | Y. Inouye, L. Tong, and R. Liu, "Identification and Estimation of Multichannel Non-Gaussian Moving Average Processes Usiug Fourth-Order Cumulants," Proc. 28th Annual Allerton Conf. on Communication, Control, and Computing, pp. 378-387, 1990. |
[40] | Y. Inouye and T. Kojima, "Approximation of Linear Systems under the Constraint of Steady-State Values of the Step Responses," in Realization and Modelling in System Theory, M. A. Kaashoek, J. H. Schuppen and A. C. M. Ran, Eds. Boston: Birkhauser, pp. 395-402, 1990. |
[41] | Y. Inouye and T. Matsui, "Cumulant Based Parameter Estimation of Linear Systems of Non-minimum Phase," Proc. Workshop on Higher-Order Spectral Analysis, pp. 180-195, 1989. |