Hisashi Kobayashi's Blog
Sherman Fairchild University Professor Emeritus of Electrical Engineering and Computer Science, Princeton University

Journal and Conference Publications

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Hisashi Kobayashi—Journals, Conference Proceedings and Reports (269)

1. Radar Signals (8)

2. Estimation Theory (6)

3. Seismic Signal Processing (3)

4. PRML for Digital Recording and Data Transmission (12)

5. Data Transmission (8)

6. Image Data Compression (3)

7. Computer Performance and Queuing Theory (35)

8. Communication Network Performance and Queuing Theory (27)

9. Loss Network Theory and Applications (7)

10. Optical Network Architecture and Performance Analysis (27)

11. Iterative Decoding in Communications and Recording Systems (14)

12. Wireless Communications-Multipath, CDMA, OFDM, EM (33)

13. Wireless Geolocation Algorithms and Analysis (15)

14. Internet Web Caching Algorithms (4)

15. Wireless Traffic and Mobility Modeling (4)

16. Hidden Semi Markov Model and Computational Algorithms (4)

17. Ultra Wideband (UWB) Communication Systems (17)

18. Network Security Protocols (10)

19. Education, University Reform, R&D Managements, etc. (31)

20. Riemann Hypothesis (9)

21. Stochastic Modeling of an Infectious Disease (7)

22. Music Theory (1)

1. Radar Signals (8):

1-1. T. Sakamoto et al., “Coded Pulse Radar (Correlation Radar Using Randomly Coded Pulse,” Proc. of Fourth International Symposium on Space Technology and Science, Nippon Toshi Center, Tokyo, August 1962, pp. 586-591.

1-2, 阪本捷房他「符号化パルスレーダ」東京大学工学部付属綜合試験所年報第21巻第1号、昭和37年9月,pp.38-46. T. Sakamoto et al.“Coded Pulse Radar,” Annual Report of the Engineering Research Institute, Faculty of Engineering, University of Tokyo, 21st Year, No.1, pp.38-46.

1-3, 阪本捷房他「符号化パルスレーダ方式」電気通信学会誌、第46巻 2号、昭和38年8月pp.155-162.T. Sakamoto et al., “Coded Pulse Radar System (Correlation Radar Using Randomly Coded Pulse).” Abstracts-The Journal of the Institute of Electrical Communication Engineers of Japan, vol. 46, No. 2, February 1963, pp. 155-162.

1-4. T. Sakamoto et al., “How Coded-Pulse Techniques Extend Radar Range,” Electronics, McGraw-Hill, November 22, 1963, pp. 34-37.

1-5. 阪本捷房他「符号化パルスレーダのAmbiguity特性」東京大学工学部付属綜合試験所年報第22巻第1号、昭和38年,pp.37-48.

T. Sakamoto et al., “Ambiguity Characteristics of Coded Pulse Radar,” Annual Report of the Engineering Research Institute, Faculty of Engineering, University of Tokyo, Vol. 22, No. 1, pp. 37-48, 1963 (Extensively cited in C.E. Cook and Marvin Bernfeld, Radar Signals:An Introduction to Theory an Application, Academic Press, 1965).

1-6. 阪本捷房他「符号化パルスレーダ方式」東京大学工学部電気工学・電子工学彙報、第十二号、昭和三十九年三月,pp.1-21.

T. Sakamoto et al.,”Coded Pulse Radar System,” Annual Report of the Electrical and Electronics Engineering Department, Faculty of Engineering, University of Tokyo, vol. 12, March 1964, pp. 1-21.

1-7. T. Sakamoto et al., “Coded Pulse Radar System,” Journal of the Faculty of Engineering. University of Tokyo, Vol. 27, No. 1 (1964), pp. 119-181.

1-8. 東京芝浦電気株式会社『昭和39年度低空域レーダ委託研究実験報告書(2)』 1965年3月.

Tokyo Shibaura Electric Co., “Annual Report of The Contract Research on Experiments of the Low Airspace Radar,” March 1963.

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2. Estimation Theory (6):

2-1. H. Kobayashi and J. B. Thomas, “Distance Measures and Related Criteria,” Proc. of Fifth Annual Allerton Conference on Circuit and Systems, Univ. of Illinois, October 1967., pp. 491-500.

2-2. H. Kobayashi and J. B. Thomas, “The Generalized Cramer-Rao Inequality and Its Applications,” Proc. of First Asilomar Conference on Circuits and Systems, November 1967, pp. 1-10.

2-3. H. Kobayashi and J. B. Thomas, “The Minimum Variance of Unconditional Estimates and Its Application to Multi-Parameter Estimation,” RC 2100, IBM Research, May 20, 1968.

2-4. H. Kobayashi and J. B. Thomas, “An Iterative Estimation Method for Stochastic Signals,” RC 2116, IBM Research, June 17, 1968.

2-5. H. Kobayashi, “Distance Measures and Asymptotic Relative Efficiency,” IEEE Trans. Information Theory, Vol. IT-6, No. 3, pp. 288-291, May 1970.

2-6. Y. Qi and H. Kobayashi, “A Wavelet-based Approach to Channel Estimation,” Proc. Wireless and Optical Communication, July 17-19, 2002, Banff, Canada.

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3. Seismic Signal Processing (3):

3-1. H. Kobayashi and P. D. Welch, “The Recursive Design of a Seismic Array Processor,Proc. of the Third Annual Princeton Conference on Information Science and Systems, March 27-28, 1969, pp. 193-198.

3-2. H. Kobayashi and P. D. Welch, “The Detection and Estimation of Two Simultaneous Seismic Events,” Proc. of Symposium on Computer Processing in Communications, Polytechnic Institute of Brooklyn, April 1969. Also appeared in Computer Processing in Communication, John Wiley and Sons, 1970, pp.757-777.

3-3. H. Kobayashi, “Iterative Synthesis Methods for a Seismic Array Processor,IEEE Trans. on Geoscience Electronics, Vol. GE-8, No. 3, pp.169-178, July 1970.

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4. PRML (partial response, maximum likelihood) for Digital

Recording and Data Transmission (12):

4-1. H. Kobayashi and D. T. Tang, “On Decoding and Error Control for a Correlative Level Coding System,” 1970 IEEE International Symposium on Information Theory, Abstract pp. 43-44, Noordwijk, Holland, June 15-19.

4-2. H. Kobayashi and D. T. Tang, “Application of Partial-Response Channel Coding to Magnetic Recording Systems,IBM Journal of Research and Development, Vol. 14, No. 4, pp. 368-375, July 1970.

4-3. H. Kobayashi, “Maximum Likelihood Decoding of Correlative Level Coded Sequences,” 1970 Canadian IEEE Symposium on Communications, Digest, pp. 61-62, November 12-13, 1970.

4-4. H. Kobayashi, “Application of Probabilistic Decoding to Digital Magnetic Recording Systems,” IBM Journal of Research and Development, Vol. 15, No. 1, pp. 64-74, January 1971.

4-5. H. Kobayashi, “On Optimal Processing of Digital Magnetic Recording Data,” 1971 International Magnetic Conference, April 13-16, 1971, Denver Digest pp. 6-7. Also in IEEE Trans. on Magnetics, Vol. MAG-7, No. 3, pp. 422, September 1971.

4-6. H. Kobayashi and D. T. Tang, “A New Coding Approach to Digital Magnetic Recording,” 1971 International Magnetic Conference, April 13-16, 1971, Denver, Digest, pp. 6-8, Also in IEEE Trans. on Magnetics, Vol. MAG-7, No. 3, pp. 422-423, September 1971.

4-7. H. Kobayashi and D. T. Tang, “On Decoding of Correlative Level Coding Systems with Ambiguity Zone Detection,” IEEE Trans. on Communication Technology, Vol. COM-19, No. 4, pp. 407-477, August 1971.

4-8. H. Kobayashi, “A Correlative Level Coding and Maximum Likelihood Decoding,” IEEE Trans. on Information Theory, Vol. IT-17, No. 5, September 1971, pp. 586-594. Also a summary in Zentrablatt fur Mathematik, Vol., 255, July 1972, p. 562.

4-9. H. Kobayashi, “A Survey of Coding Schemes for Transmission or Recording of Digital Data,” IEEE Trans. on Communication Technology, Vol. COM-19, pp. 1087-1100, December 1971.

4-10. J. Bajcsy, C.V. Chong, D. A. Garr, J. Hunziker and H. Kobayashi, “On Iterative Decoding in Some Existing Systems,” IEEE JSAC, Vol. 19, No. 5, pp. 883-890, May 2001.

4-11. N. Mysore, M. Akcakaya, Jan Bajcsy and H. Kobayashi, “A New Performance Evaluation Technique for Iteratively Decoded Magnetic Recording Systems,” Digests of the IEEE INTERMAG 2005,Session No. GC-05, pp. 1603-1604, April 4-8, 2005, Nagoya, Japan.

4-12. H. Kobayashi, “Partial-response coding, maximum-likelihood decoding: capitalizing on the analogy between communications and recording,” in M. Schwartz (Ed.) History of Communications, IEEE Communications Magazine, 47-3, March 2009, pp. 14-17.

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5. Data Transmission (8):

5-1. H. Kobayashi, “On the Relationship between the Channel Frequency Characteristic and Intersymbol Interference,” RC 2129, IBM Research, July 8, 1968.

5-2. H. Kobayashi, “A Simulation Study of the Performance of Correlative Level Coding Schemes and Special Signaling Alphabets,” RC 2229, IBM Research, October 1968.

5-3, H. Kobayashi, “Iterative and Sequential Methods for Recovering Sample-Timing and Carrier Phase in Data Transmission Systems,” RC 2491, IBM Research, May 29, 1969.

5-4. H. Kobayashi, “Coding Schemes for Reduction of Intersymbol Interference in Data Transmission,” IBM Journal of Research and Development, Vol. 14, No. 4, pp. 343-353, July 1970.

5-5. H. Kobayashi, “Application of Hestenes-Stiefel Algorithm to Channel Equalization,” Proc. of Fifth Annual Princeton Conference on Information Sciences and Systems, pp. 276-280, March 25-26, 1971.

5-6. H. Kobayashi, “Application of Hestenes-Stiefel Algorithm to Channel Equalization,” Proc. of 1971 International Conference on Communications, pp. 21.15-21.30, June 14-16, 1971, Montreal.

5-7. H. Kobayashi, “A Simultaneous Adaptive Estimation and Decision Algorithm for Carrier Modulated Data Transmission Systems,” IEEE Trans. on Communication Technology, Vol. COM-19, No. 3, pp. 268-279, June 1971.

5-8. H. Kobayashi and D. T. Tang, “A Decision-Feedback Receiver for Channels with Strong Intersymbol Interference,IBM Journal of Research and Development, Vol. 17, No. 5, pp. 413-419, September 1973.

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6. Image Data Compression (3):

6-1. H. Kobayashi and L. R. Bahl, “Image Compaction by Predictive Coding,” Proc. of the Fifth Scientific Computing Symposium, IBM Japan Homestead, Amagi, Japan, October 9-11, 1971.

6-2. H. Kobayashi and L. R. Bahl, “Image Data Compression by Predictive Coding, Part I: Prediction Algorithms,” IBM Journal of Research and Development, Vol. 18, No. 2, pp. 164-171, March 1974.

6-3. L. R. Bahl and H. Kobayashi, “Image Data Compression by Predictive Coding, Part II: Encoding Algorithms,” IBM Journal of Research and Development, Vol. 18, No. 2, pp. 172-179, March 1974.

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7. Computer Performance and Queuing Theory (35):

7-1. H. Kobayashi and H. F. Silverman, “Some Dispatching Priority Schemes and Their Effects on Response-Time Distribution,” RC 3564, IBM Research, October 25, 1971.

7-2. H. Kobayashi, “Some Recent Progress in Analytic Studies of System Performance,Proc. of the First USA-Japan Computer Conference, Tokyo, October 3-5, 1972, pp. 130-138.

7-3. H. Kobayashi, “Analytical Techniques for System Performance Evaluation,” 情報処理月例会資料68、情報処理学会、1971年10月29日. Presentation at the Monthly Meeting, Information Processing Society of Japan, October 29, 1971.

7-4. H. Kobayashi, “Application of the Diffusion Approximation to Queueing Networks, Part I-Equilibrium Queue Distributions,” RC 3943, IBM Research, July 20, 1972.

7-5. H. Kobayashi, “Application of the Diffusion Approximation to Queueing Networks: Part II,” RC 4054, IBM Research, Sept. 22, 1972.

7-6. H. Kobayashi, “Applications of the Diffusion Approximation for Queuing Networks, Part I – Equilibrium Distributions,” Proc. of the First ACM- SIGME Symposium, Palo Alto, California, February 26-28, 1973.

7-7. M. Reiser/ H/ Kobayashi, “Recursive Algorithms for General Queueing Networks with Exponential Servers,” RC 4254 (IBM Confidential), March 5, 1973. Declassified on August 6, 1973.

7-8. H. Kobayashi, “Applications of the Diffusion Approximation to Queuing Networks, Part II, Non-Equilibrium Distributions,” Proc. of the Seventh Annual Princeton Conference on Information Science and Systems, Princeton, New Jersey, March 22-23, 1973, pp. 448-454.

7-9. M. Reiser/H. Kobayashi, “On the Accuracy of the Diffusion Approximation for Queueing Networks,” RC 4546, IBM Research, Sept. 27, 1973.

7-10. M.Z.Ghanem/H. Kobayashi, “A Parametric Representation of Program Behavior in a Virtual Memory System,” RC 4560, IBM Research, Oct. 8, 1973.

7-11. M. Reiser/H. Kobayashi, “The Effects of Service Time Distributions on System Performance in a Multiprogrammed Computer System,” RC 4671, IBM Research, November 12, 1973.

7-12. H. Kobayashi, “Workshop I – Computer System Performance Evaluation —Chairman’s Report,” Proc. of the Seventh Annual Symposium on the Interface between Computer Science and Statistics, p.142, November 1973.

7-13. M. Reiser and H. Kobayashi, “Numerical Solution of Semi-closed Exponential Server Queuing Networks,” Proc. of the Seventh Asilomar Conference on Circuits and Systems, Monterey, California, November 1973, pp. 308-312.

7-14. H. Kobayashi, “Bounds for the Waiting Time in Queueing Systems,” RC 4718, IBM Research, February 9, 1974.

7-15. M. Reiser and H. Kobayashi, “On the Accuracy of Diffusion Approximation for Some Queuing Systems,” IBM Journal of Research and Development, Vol. 18, No. 2, March 1974, pp. 110-124.

7-16. H. Kobayashi and M. Reiser, “Some Results on Queuing Models with Different Classes of Customers,Proc. of the Eighth Annual Princeton Conference on Information Sciences and Systems, Princeton University, New Jersey, March 1974.

7-17. M. Z. Ghanem and H. Kobayashi, “A Parametric Representation of Program Behavior in a Virtual Memory System,” Proc. of the Eighth Annual Princeton Conference on Information Sciences and Systems, Princeton University, New Jersey, March 1974.

7-18. H. Kobayashi, “Application of the Diffusion Approximation to Queuing Networks, Part I – Equilibrium Queue Distribution,” Journal of the ACM, Vol. 21, No. 2, April 1974, pp. 316-328.

7-19. H. Kobayashi, “Application of the Diffusion Approximation to Queuing Networks, Part II – Non-equilibrium Distributions and Application to Computer Modeling,” Journal of the ACM, Vol. 21, No. 3, July 1974, pp. 459-469.

7-20. H. Kobayashi and M. Reiser, “The Effects of Service Time Distributions on  System Performance in a Multi-programmed Computer System Model,” Proc. of IFIP Congress 1974, Stockholm, August 1974, pp. 230-234.

7-21. H. Kobayashi, “Bounds for the Waiting Time in Queuing Systems,” in Computer Architectures and Networks- Modeling and Evaluation, (Eds. E. Gelenbe and R. Mahl), North-Holland, 1974, pp. 263-274.

7-22. H. Kobayashi and T. L. Moeller, “Use of the Diffusion Approximation to Estimate Run Length in Simulation Experiments,” Proc. of International Symposium on Computational Statistics, Vienna, October 1974, pp. 363-372.

7-23. M. Reiser and H. Kobayashi, “Computational Algorithms for Queuing Network Models,” Proc. of Eighth Annual Symposium on the Interface between Computer Science and Statistics, UCLA, February 1975, pp. 196-200.

7-24. H. Kobayashi and M. Reiser, “On Generalization of Job Routing Behavior in a Queuing Network Model,” IBM Research Report, RC5252, February 1975.

7-25. M. Reiser/H. Kobayashi, “Numerical Methods in Queueing Networks,” RC 5344, IBM Research, March 27, 1975.

7-26. M. Reiser and H. Kobayashi, “Further Results on a Queuing Network Model,” Proc. of Johns Hopkins Conferences on Information Sciences and Systems, Johns Hopkins University, April 1975.

7-27. M. Reiser and H. Kobayashi, “Queuing Networks with Several Closed Subchains: Theory and Computational Algorithms,” IBM Journal of Research and Development, Vol. 19, No. 3, May 1975, pp. 283-294.

7-28. M. Reiser and H. Kobayashi, “Horner’s Rule for the Evaluation of General Closed Queuing Network,” Communications of the ACM, Vol. 18, No. 10, October 1975, pp. 592-593.

7-29. H. Kobayashi, “Book Review: Queuing Systems, Vol. I: Theory and  Vol. II: Computer Applications, L. Kleinrock (Wiley 1975, 1976),”IEEE Transactions on Information Theory, Vol. IT-23, No. 5, September 1977, pp. 648-649.

7-30. H. Kobayashi, “A Computational Algorithm for Queue Distributions via the Pólya Theory of Enumeration,” 4th International Symposium on Modeling and Performance Evaluation of Computer Systems, February 8-8, 1979, Vienna Austria.

7-31. H. Kobayashi, “A Computational Algorithm for Queue Distributions via the Pólya Theory of Enumeration,” in Performance of Computer Systems, M. Arato, Butrimenko, A. and E. Gelenbe (eds.), North-Holland Publishing Co., 1979, pp. 79-88.

7-32. H. Kobayashi (Editor-in-Chief), “Editorial,” An International Journal: Performance Evaluation, Vol. 1, No.1, January 1981, pp. 1-2, North-Holland,

7-33. H. Kobayashi, “Diffusion Approximation in Queueing Analysis,” RC 8819, IBM Research, April 30, 1981.

7-34. 小林久志(司会)「パネル討論: システム性能評価, 昭和59年度前期第28回全国大会報告」情報処理、Vol. 27, No. 5, May 1986. Pp.523-543.H. Kobayashi, (Moderator) “Panel Discussion: System Performance Evaluation,” Information Processing, Vol. 27, No. 5, May 1986, pp. 523-543..

7-35. H. Kobayashi, “Performance Evaluation in Perspective,” Information Processing 86, (H.J. Kugler, ed.), Elsevier Science Publishers, 1986, p. 719.

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8. Communication Network Performance and Queuing Theory (27):

8-1. H. Kobayashi, “On Discrete-Time Processes in a Packetized Communication System,” The ALOHA System Technical Report, B75-28, University of Hawaii, August 1975.

8-2. D. Huynh, H. Kobayashi and F. F. Kuo, “Design Issues for Mixed Media Packet-Switching Networks,” Proc. of National Computer Conference, 1976, pp. 541-549.

8-3. H. Kobayashi and A. G. Konheim, “Queuing Models for Computer Communications Systems Analysis,” (An Invited Paper), IEEE Transactions on Communications, Vol. COM-25, No. 1, January 1977, pp. 148-157.

8-4. H. Kobayashi, “Bounds of Buffer Overflow Probabilities in Communications Systems,” Abstracts of the IEEE International Symposium on Information Theory, June 1979.

8-5. H. Kobayashi, “Communication Network Design and Control Algorithms – A Survey,” NATO Advanced Study Institute on New Concepts in Multi-User Communication, Series E: Applied Sciences – No. 43, Sijthoff & Noordhoff International Publishers, pp. 373-406. 1980.

8-6. K. Geihs and H. Kobayashi, “Bounds on Buffer Overflow Probabilities in Communication Systems,” Performance Evaluation, Vol. 2, No. 3, October 1982, pp. 149-160.

8-7. H. Kobayashi (Editor-in-Chief), “Editorial” Performance Evaluation, Vol. 4, No. 2, May 1984, p. 79.

8-8. H. Kobayashi, “Performance Issues of Broadband ISDN, Part I: Traffic Characterization and Statistical Multiplexing,” Proceedings of ICCC ’90, New Delhi, India, November 5-9, 1990, pp. 349-354.

8-9. H. Kobayashi, “Performance Issues of Broadband ISDN, Part II: Statistical Multiplexing of Multiple Types of Traffic,” ibid., pp. 355-361.

8-10. H. Kobayashi, “A Spectral Representation Approach to Statistical Multiplexing of Multiple Types of Traffic,” Proceedings of the 1991 International Symposium on Information Theory, June 1991. p.156.

8-11. Q. Ren and H. Kobayashi, “Transient Solutions for the Buffer Behavior in Statistical Multiplexing,” Proc. 26th Annual Conference on Information Science and Systems, Vol. I, pp. 245-250, Princeton University, March 1992.

8-12. H. Kobayashi, and Q. Ren, “Non-stationary Behavior of Statistical Multiplexing for Multiple Types of Traffic,” Proc. 26th Annual Conference on Information Science and Systems, Vol. I, pp. 264-269, Princeton University, March 1992.

8-13. H. Kobayashi and Q. Ren, “A Mathematical Theory for Transient Analysis of Communication Networks,” (Invited Paper), Special Issue on Teletraffic: the IEICE Transactions on Communications, Vol. E75-B, No. 12, pp. 1266-1276, December 1992.

8-14. Q. Ren and H. Kobayashi, “Asymptotic Non-stationary Behavior of Statistical Multiplexing with Multiple Types of Traffic,” Proc. 1993 IEEE International Symposium on Information Theory, pp. 220, San Antonio, TX, January 17-22, 1993.

8-15. H. Kobayashi and Q. Ren, “A Diffusion Approximation Analysis of an ATM Statistical Multiplexer with Multiple Types of Traffic, Part I: Equilibrium State Solutions,” Proc. the IEEE 1993 International Communications Conference, May 23-26, 1993, Geneva Switzerland.

8-16. H. Kobayashi and Q. Ren, “Transient Solutions for Statistical Multiplexing with Multiple Types of Traffic,” (Invited paper), Proc. Stochastic Models in Engineering Technology and Management, June 14-16, 1993 Gold Coast, Australia.

8-17. H. Kobayashi and Q. Ren, “A Diffusion Approximation Analysis of an ATM Statistical Multiplexer with Multiple Types of Traffic, Part II: Time Dependent Solutions,” (Invited Presentation) at INRIA/ORSA/TIMS/SMAI Conference on Applied Probability in Engineering, Computer and Communication, June 16-18, 1993, Paris, France.

8-18. Q. Ren and H. Kobayashi, “An Application of the Diffusion Approximation to an ATM Network,” SICON/ICIE’93, September 1993, Singapore.

8-19. Q. Ren and H. Kobayashi, “A Diffusion Approximation Analysis of an ATM Statistical Multiplexer with Multiple Types of Traffic, Part II: Time-Dependent Solutions,Proc. IEEE Global Telecommunications Conference, November 29-December 2, 1993, Houston, TX, pp.1047-1052.

8-20. Q. Ren and H. Kobayashi, “Diffusion Process Approximation of Markov Modulated Bursty Traffic Sources,” Proc. IEEE Globecom ’94, San Francisco, November 29-December 2, 1994, pp. 1100-1106.

8-21. Q. Ren and H. Kobayashi, “Transient Solutions for the Buffer Behavior in Statistical Multiplexing,” Performance Evaluation, Vol. 23, No. 1, pp. 65-87, July 1995.

8-22. B. L. Mark, and H. Kobayashi, “Virtual Channel and Path Allocation in ATM Networks,” Proc. SICON/ICIE’95, July 3-7, 1995, Singapore, pp. 81-85.

8-23. Q. Ren and H. Kobayashi, “Transient Analysis of Media Access Protocols by Diffusion Approximation, Digest of the 1995 International Symposium of Information Theory, Whistler, Canada, September 1995.

8-24. W. S. Lai and H. Kobayashi (eds.), “Performance and Control of Network Systems” Proc. of SPIE, Vol. 3231, November 1997.

8-25. Q. Ren and H. Kobayashi, “Diffusion Process Approximations of a Statistical Multiplexer with Markov Modulated Bursty Traffic Sources,” IEEE Journal of Selected Areas in Communications, Vol. 16, No. 5, pp. 679-691, June 1998.

8-26. H. Kobayashi, G. Latouche, B. Sengupta and K. Sohraby (Guest eds.), “Advances in Computational Aspects of Teletraffic Models,” IEEE Journal on Selected Areas in Communications, Vol. 16, No. 5, June 1998, pp. 597-599.

8-27. W.S. Lai and H. Kobayashi, “Guest Editorial: Performance and Control of Networks Systems,” Performance Evaluation, Vol 34, No. 4, December 1998.

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9. Loss Network Theory and Applications (7):

9-1. H. Kobayashi and B. L. Mark, “On Queuing Networks and Loss Networks,” Proc. 1994 Annual Conference on Information Sciences and Systems, pp. 794-799, March 1994, Princeton University, Princeton, NJ.

9-2. J. M. Paz, B. L. Mark, and H. Kobayashi, “An Entropy Maximization Approach to Loss Systems,” Proc. SICON/ICIE’95, pp. 436-441, July 3-7, 1995, Singapore.

9-3. H. Kobayashi and B. L. Mark, “A Unified Theory for Queuing and Loss Network Models,” Proc. 2nd IEEE Malaysia International Conference on Communications, Langkawi, Malaysia, November 20-23, 1995. pp. 7.1.1-7.1.9.

9-4. H. Kobayashi and B. L. Mark, “Product-Form Loss Networks,” in J. H. Dshalalow (ed.), Frontiers in Queuing: Models and Applications in Science and Engineering, pp. 147-195. CRC Press, 1997.

9-5. H. Kobayashi, and B. L. Mark, “Generalized Loss Models, Loss Networks, and Their Applications,Proc. of ICT’98, Vol. II, pp. 410-414, June 21-26, 1998, Porto Carras, Greece.

9-6. H. Kobayashi and B. L. Mark, “Generalized Loss Models and Loss-Queueing Networks,” IFORS’99 Conference, Beijing, August 16-20, 1999.

9-7. H. Kobayashi and B. L. Mark, “Generalized Loss Models and Queueing-Loss Networks,” International Transactions on Operational Research, Vol. 9, No. 1, pp. 97-112, January 2002.

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10. Optical Network Architecture and Performance Analysis (27):

10-1. S-H G. Chan and H. Kobayashi, “Buffer Architectures and Routing Algorithms in the Performance of ShuffleNet,” SICON/ICIE’93, September 1993, Singapore.

10-2. S-H G. Chan and H. Kobayashi, “Performance Analysis of ShuffleNet with Deflection Routing,” Proc. IEEE Globecom’93, Houston, TX, November 29-December 2, 1993, pp. 772-777.

10-3. S-H. G. Chan and H. Kobayashi, “Asymptotic Performance of a Buffered Shufflenet with Deflection Routing,” Proc. IEEE Globecom ’94, San Francisco, November 29-December 2, 1994, pp. 1935-1942.

10-4. H. Kobayashi and I. P Kaminow, “Dualities among `Space’, `Time’, and `Wavelength’ in All-Optical Networks,” Proc. the 1995 Photonic Switching Conference, March 1995, Salt Lake City.

10-5. H. Kobayashi, B. L. Mark and Y. Osaki, “Call Blocking Probability of All-Optical Networks,” Proc. 1995 IEEE Broadband Switching Conference, April 19-21, 1995, Poznan, Poland, pp. 186-200.

10-6. B. L. Mark, and H. Kobayashi, “Call Blocking in a Class of All-Optical Wavelength Routers,” Proc. 1995 IEEE Broadband Switching Conference, April 19-21, 1995, Poznan, Poland, pp. 222-233.

10-7. S-W Seo, P. R. Prucnal, H. Kobayashi and J. B. Lim, “On the Performance of a Class of Multihop Shuffle Networks,” Proceedings of ICC’95, Vol. 2, pp. 1211-1215, Seattle, WA, June 18-22, 1995.

10-8. H. Kobayashi, “Blocking Analysis of an All-Optical Network,” Proc. 2nd IEEE Malaysia International Conference on Communications, Langkawi, Malaysia, November 20-23, 1995. pp. 15.1.1-15.1.9.

10- 9. J-K. Rhee, M. Dugan, J.X. Tull, H. Kobayashi, and W.S. Warren, “Frequency domain differential phase shift keying in femtosecond spread-time WDM/TDM systems,” Proceedings of 1996 CISS, pp. 1107-1112, Princeton University, March 1996.

10-10. S-W. Seo, A. Meyers, C-L. Ng, H. Kobayashi, and P. R. Prucnal, “Design of transparent optical multihop shuffle networks,” Proceedings of 1996 CISS, pp. 1119-1124, Princeton University, March 1996.

10-11. H. Kobayashi and I. P. Kaminow, “Duality relationships among `space’, `time’, and `wavelength’ in all-optical networks,” J. of Lightwave Technology, Vol. 14, No. 3, pp. 344-351, March 1996.

10-12. S-W. Seo, P. R. Prucnal, and H. Kobayashi, “The generalized multihop shuffle networks,” IEEE Trans. Communications, Vol. 44, No. 9, pp. 1205-1211, September 1996.

10-13. A. Smiljanic, and H. Kobayashi, “A New Protocol for an Optical Star Network with a Large Number of users,” Proceedings of CISS’97, March 1997, John Hopkins University.

10-14. C. L. Ng, S-W Seo, and H. Kobayashi, “Performance Analysis of Generalized Multihop Shuffle Networks,” Proc. of IEEE Infocom’97, Kobe, Japan, April 7-11, 1997.

10-15. H. Kobayashi, P. R. Prucnal, and W. S. Warren, “Terabit-per-second Optical Network with the Spectral-Domain Modulation,” W. S. Lai and H. Kobayashi (eds.), Performance and Control of Network Systems: Proc. of SPIE, Vol. 3231, pp. 75-86, November 1997.

10-16. J-K. Rhee, H. Kobayashi, and W. S. Warren, “Optical Frequency Domain Differential Phase Shift Keying in Femtosecond-Pulse Spectral Modulation Systems,” Journal of Lightwave Technology, Vol. 15, No. 12, pp. 2214-2222, December 1997.

10-17. A. Smiljanic, and H. Kobayashi, “Performance Analysis of Adaptive Fixed Assignment Protocol,” Proc. of 1998 CISS Conference, Vol. I, pp. 158-162, Princeton, NJ, March 1998.

10-18. H. Kobayashi, P. R. Prucnal, and W. S. Warren, “A New CDMA Scheme and Its Applications to Wireless and Optical Networks,” Proc. of ICT’98, Vol. I, pp. 66-70, June 21-26, 1998, Porto Carras, Greece.

10-19. A. Smiljanic, H. Kobayashi, and J. K. Rhee, “A Terabit Single-Hop TDMA Network with the Spectrum-Domain Modulation,” Proc. of ICAPT’98, Ottawa, Canada, July 1998.

10-20. A. Smiljanic and H. Kobayashi, “An Optical Star Network Protocol with Reduced Amount of Control Information,” Proc. of CISS’99, John Hopkins Univ., March 1999.

10-21. S-H. G. Chan and H. Kobayashi, “Packet Scheduling Algorithms and  Performance of a Buffered Shufflenet with Deflection Routing,” IEEE/OSA Journal of Lightwave Technology, Vol. 18, No. 4, pp. 490-501, April 2000.

10-22. P. R. Prucnal, S. R. Forrest, H. Kobayashi and W. S. Warren, “FRI-BMDO: Terabit Per Second Networks and Devices for Data Fusion,” Final Technical Report. Electrical Engineering Department, Princeton University, August 1, 2000.

10-23. A. Smiljanic, and H. Kobayashi, “Approximate Analysis of an Adaptive Fixed Assignment Protocol,” Conference on Circuits, Systems, Communications and Computers, Athens, Greece, July 2000.

10-24. W. Yang, H. Kobayashi, W. S. Warren, “Ultrafast Laser Pulse Spectral Domain Differential Phase Shift Keying,” Optical Fiber Communication Conference 2001, Anahaim, CA, March 17, 2001.

10-25. S. Datta, J-F. Labourdette and H. Kobayashi, “Blocking in a Clos Switch in the Presence of Bicast Connections with End Stage Splitting,” Conf. on Information Sciences and Systems (CISS), The John Hopkins University, Baltimore, MD, March 2003.

10-26. S. Datta, J-F. Labourdette and H. Kobayashi, “Blocking Probability of Bicast Connections in a Clos Network,” Proc.of IEEE Globecom ’03, San Francisco, CA. December 2003.

10-27. S.Datta, S. Sengupta, S. Biswas, S. Daha, and H. Kobayashi, “Analysis of subwavelength traffic grooming efficiency in optical mesh networks,” 2004 International Communications Conference.

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11. Iterative Decoding in Communications and Recording Systems (14):

11-1. J. Bajcsy and H. Kobayashi, “Error Control of Generalized Concatenated Systems,” Proc. of 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM’97)}, August 2–22, 1997, Victoria, B.C., Canada.

11-2. D. A. Garr, J. Bajcsy and H. Kobayashi, “Iterative Decoding of GSM Signals,” Proc. of 1998 CISS Conference, Vol. I, pp. 454-460, Princeton, NJ, March 1998.

11-3. J. Bajcsy, and H. Kobayashi, “Good Interleavers for Concatenated Block Codes,” Proc. of 1998 CISS Conference, Vol. II, pp. 518-523, Princeton, NJ., March 1998.

11-4. J. Bajcsy and H. Kobayashi, “Iterative Decoding with Erasures in a Concatenated System,” Proc. of ISCC’98, pp. 100-104, Athens, Greece, June 30-July 2, 1998.

11-5. J. Bajcsy and H. Kobayashi, “Good Interleavers for Concatenated Finite Shift Register Codes,” Proc. ISITA’98, pp. 327-330, Mexico City, October 1998.

11-6. J. Bajcsy and H. Kobayashi, “Good Permutations for Concatenated Block Codes,” GLOBECOM ’98 Communication Theory Mini-Conference Record, pp. 255-261, Sydney, Australia, November 1998.

11-7. J. Bajcsy, J. A. Hunziker, and H. Kobayashi, “Iterative Decoding for Digital Recording Systems,” Proc. of the IEEE Global Telecommunications Conference, vol. 5, pp. 2700-2706, Sydney, Australia, November 8-12, 1998.

11-8. J. Bajcsy and H. Kobayashi, “A Serial-Parallel Concatenated System Construction and Iterative Decoding,” Proc. ICC, June 1999, Vancouver, Canada.

11-9. D. Wang and H. Kobayashi, “Low-complexity MAP decoding for Turbo codes,” Proc. IEEE 2000 Semi-Annual Vehicular Technology Conference, VTC’2000-Spring, Tokyo, Japan, May 15-18, 2000.

11-10. J. Bajcsy and H. Kobayashi, “Concatenated Coding and Iterative Decoding,” Journal of Electrical Engineering, May 2000.

11-11. D. Wang and H. Kobayashi, “On Design of Interleavers with Practical Size for Turbo Codes,” Proc. IEEE 2000 International Conference on Communications (ICC’2000), New Orleans, Louisiana, June 18-22, 2000.

11-12. D. Wang and H. Kobayashi, “High-performance SOVA decoding for turbo codes over cdma2000 mobile radio,” Proc. Military Communications International Symposium (MILCOM 2000), Los Angeles, CA, Oct. 22-25, 2000.

11-13. J. Bajcsy and H. Kobayashi, “On Obtaining the BCJR Algorithm via Path-Counting,” Proc. ISITA-2000, Honolulu, HI; Nov. 2000, pp. 192-194.

11-14. J. Bajcsy, C.V. Chong, D. A. Garr, J. Hunziker and H. Kobayashi, “On Iterative Decoding in Some Existing Systems,” IEEE Journal of Selected Areas in Communications, Vol. 19, No. 5, pp. 883-890, May 2001.

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12. Wireless Communications-Multipath, CDMA, OFDM, EM (33):

12-1. L. Zeger, V. Rodoplu, P. Chen and H. Kobayashi, “Effects of Multipath Interference on an FM Data Subcarrier,” Proc. IEEE Computer Communications Workshop, Arlington, VA, September 2, 1996.

12-2. P. Castoldi, A. Yoshimura, and H. Kobayashi, “Performance Bounds for Adaptive Detection in Mobile Radio CDMA Systems,” Proc. 1997 CISS Conference, The Johns Hopkins University, Baltimore, MD, March 1997.

12-3. P. Castoldi and H. Kobayashi, “An optimal receiver for CDMA forward link without pilot tone,” Proc. 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM’97), Victoria, B.C., Canada, August 2-22, 1997.

12-4. L. Zeger, P. Chen and H. Kobayashi, “Effects of Multipath Interference on an FM Data Subcarrier,” Proc. 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM’97), Victoria, B.C., Canada, August 2-22, 1997.

12-5. L. Zeger and H. Kobayashi, “MLSE for CPM Signals in a Fading Multipath Channel,” Proc. 1999 IEEE Pacific Rim Conference on Communications, Computes and Signal Processing (PACRIM’99)}, Victoria, B.C., Canada, August 23-25, 1999.

12-6. P. Chen, and H. Kobayashi, “Effects of Multipath Interference on Non-coherent Detection of GMSK signals,” Proc. 1998 CISS Conference, Princeton University, March 1998, Vol. 1, pp. 158-162.

12-7. L. Zeger and H. Kobayashi, “Sequence Estimation in GSM Using the EM Algorithm,” Proc. 1998 CISS Conference, Princeton University, March 1998, Vol. 1, pp. 1-5.

12-8. L. Zeger, P. Chen and H. Kobayashi, “Analysis and Simulation of Multipath Interference of FM Subcarrier Digital Signals,” Proc. ISCC’98, Athens, Greece, June 30-July 2, 1998, pp. 35-41.

12-9. L. Zeger and H. Kobayashi, “A Simplified EM Algorithm for Detection of Fading CPM Signals,” Proc. 1999 CISS Conference, The Johns Hopkins University, Baltimore, MD, March 1999.

12-10. P. Chen and H. Kobayashi, “FM Discriminator Detection of GMSK Signals,” Proc. 1999 CISS Conference, The Johns Hopkins University, Baltimore, MD, March 1999.

12-11. P. Chen and H. Kobayashi, “Semi-blind Block Channel Estimation and Signal Detection Using Hidden Markov Models”, Proc. IEEE GLOBECOM 2000, San Francisco, CA, Nov. 27-Dec. 1, 2000.

12-12. P. Castoldi and H. Kobayashi, “Low complexity Group Detectors for Multirate Transmission in TD-CDMA 3G Systems,” Proc. IEEE Broadband Wireless Symposium (GLOBECOM 2000), San Francisco, CA, November 27- December 1, 2000.

12-13. P. Castoldi and H. Kobayashi, “Intracell and Intercell Mitigation Detectors for Multirate Transmission in TD-CDMA 3G Systems,” Proc. Africom 2001, Cape Town, South Africa, May 2001.

12-14. D. Wang and H. Kobayashi, “On practical issues of soft output decoding,” Proc. 5th World Multi-Conference on Systems, Cybernetics and Informatics (SCI’2001), Orlando, Florida, July 22-25, 2001, pp. 514-518.

12-15. D. Wang, H. Kobayashi, J. Zhang, and D. Gu, “On bi-directional SOVA decoding of turbo codes,” Proc. 2001 Commun. Society Conf. of IEICE, Tokyo, Japan , Sept. 18-21, 2001, pp. 35-36. IEICE 2001年.通信ソサイエティ大会講演論文集(2), 35-36, 2001-08-29

12-16. D. Wang and H. Kobayashi, “Matrix approach for fast implementations of logarithmic MAP decoding of turbo codes,” Proc. 2001 IEEE Pacific Rim Conf. on Commun, Computers and Signal Processing (PACRIM’01),vol. 1 of 2, Victoria, B.C., Canada, Aug. 26-28, 2001, pp. 115-118.

12-17. S. Abeta and H. Kobayashi, “Performance of Code-Spread CDMA Packet Transmission with Very Low Rate Code,” Proc. 2001 IEICE Society Conference, Tokyo, Japan, B-5-127.

12-18. S. Abeta and H. Kobayashi, “Performance of Packet Code-Spread CDMA with Very Low Rate Code in reverse link,” Technical Report of IEICE AP2001-128, November 2001, Japan.

12-19. P. Chen, H. Horng, J. Bao, and H. Kobayashi, “A joint channel estimation and signal detection algorithm for OFDM systems,” Proc. 2001 Int. Sym. on Signals, Systems, and Electronics (ISSSE’01), July 2001.

12-20. X. Ma, H. Kobayashi and S. C. Schwartz, “EM-Based Channel Estimation for OFDM,” Proc. 2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM’01), Victoria, B.C., Canada, August 26-28, 2001, vol. 2, pp. 449-452.

12-21. P. Castoldi and H. Kobayashi, “Co-channel interference Mitigation Detectors for Multirate Transmission in TD-CDMA Systems,” IEEE Journal on Selected Areas in Communications, Vol. 20, No. 2, February 2002, pp. 273-286.

12-22. D. Wang, P. V. Orlik, T. Drand, L. Cao, H. Kobayashi and J-Y. Zhang, “Improved Low-Complexity Turbo Decoding for HSDPA Applications,” Proc. the 36th Annual Conference on Information Sciences and Systems (CISS’02), Princeton University, March 2002.

12-23. P. Chen and H. Kobayashi, “Maximum likelihood channel estimation and signal detection for OFDM systems,” Proc. IEEE ICC’02, New York, NY, April 28-May 5, 2002.

12-24. X. Ma, H. Kobayashi and S. C. Schwartz,“An EM-Based Estimation of OFDM Signals, Proc. IEEE Wireless Communications and Networking Conference (WCNC’02), Orlando, Florida, March 17-21, 2002, vol. 1 pp. 228-232.

12-25. L. Zeger, H. Kobayashi, “A Simplified EM Algorithm for Detection of CPM Signals in a Fading Multipath Channel,” Wireless Networks, Vol. 8, 2002, pp. 649-658.

12-26. X. Ma, H. Kobayashi, S. C. Schwartz, J-Y. Zhang, and Daqing Gu, “Time Domain Channel Estimation for OFDM using EM Algorithm,” Proc. 2002 International Conference on Third Generation Wireless and Beyond (3G Wireless ’02), San Francisco, CA, May 28-31, 2002, pp. 696-700.

12-27. X. Ma, H. Kobayashi and S. C. Schwartz, J-Y. Zhang and D. Gu, “Iterative Channel Estimation in OFDM with Clipping,” Proc. Fifth International Symposium on Wireless Personal Multimedia Communications (WPMC ’02), Honolulu, HI, Oct. 27-30, 2002, vol. 3, pp. 1304-1308.

12-28. X. Ma, H. Kobayashi and S. C. Schwartz, “An EM-Based Channel Estimation Algorithm for Space-Time and Space-Frequency Block Coded OFDM,” Proc. 2003 International Conference on Acoustics, Speech, and Signal Processing (ICASSP’03), Hong Kong, April 4-6, 2003, vol. 4, pp. 389-392.

12-29. X. Ma, H. Kobayashi and S. C. Schwartz, “An Enhanced Channel Estimation Algorithm for OFDM: Combined EM Algorithm and Polynomial Fitting,” Proc. 2003 International Conference on Acoustics, Speech, and Signal Processing (ICASSP’03), Hong Kong, April 4-6, 2003, vol. 4, pp. 680-683.

12-30. X. Ma, H. Kobayashi and S. C. Schwartz, “Joint Frequency Offset and Channel Estimation for OFDM,” Proc. 2003 IEEE Global Tele-communication Conference (Globlecom’03), San Francisco, CA, Dec.1-5, 2003, vol. 1, pp. 15-19.

12-31. X. Ma, H. Kobayashi and S. C. Schwartz, “Effect of Frequency Offset on BER of OFDM and Single Carrier Systems,” Proc. 2003 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’03), September, 2003, vol. 2, pp. 2239-2243.

12-32. X. Ma, H. Kobayashi and S. C. Schwartz, “EM-based Channel Estimation for OFDM,” European Journal on Applied Signal Processing (EURASIP JASP), No. 10, October, 2004, pp. 1460-1477.

12-33. X. Shen, H. Kobayashi, X. You, and J. Pan, (Eds.) “Guest Editorial: Special issue: medium access control protocols for wireless ad hoc networks,” Wireless Communications and Mobile Computing, Vol. 6, Issue 6. September 2006, 741-743.

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13. Wireless Geolocation Algorithms and Analysis (15):

13-1. Y. Qi and H. Kobayashi, “Mitigation of NLOS effects in TOA positioning,” Proc. of 35th Annual Conference on Information Sciences and Systems ( CISS’01), The Johns Hopkins University, Baltimore, MD, March 2001.

13-2. Y. Qi and H. Kobayashi, “A Unified Analysis of Non-line-of-sight Geolocation,” Proc. of 36th Annual Conference on Information Sciences and Systems (CISS’02), Princeton University, Princeton, NJ, March 2002.

13-3. Y. Qi and H. Kobayashi, “Cramér-Rao Lower Bound for Geolocation in Non-line-of-sight Environment,” Proc. 2002 IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP’02), Orlando, FL, May 13-17, 2002.

13-4. Y. Chen and H. Kobayashi, “Signal Strength Based Indoor Geolocation,” Proc. IEEE ICC’02, New York, NY, April 28-May 5, 2002.

13-5. Y. Qi and H. Kobayashi, “An Achievable Bounds for Non-Line-of-Sight Geolocation,” Proc. IASTED International Conference on Wireless and Optical Communications (WOC 2002), Banff, Canada, July 2002.

13-6. Y. Qi and H. Kobayashi, “On Geolocation Accuracy with Prior Information in Non-Line-of-Sight Environment,” Proc. IEEE Vehicular Technology Conference (VTC 2002 Fall), Vancouver, Canada, September 2002.

13-7. S. Gezici, H. Kobayashi and H. V. Poor, “A new approach to mobile position tracking,” Proc. IEEE Sarnoff Symposium On Advances in Wired and Wireless Communications, pp. 204-207, Ewing, NJ, March 11-12, 2003.

13-8. Y. Qi and H. Kobayashi, “An Optimum Positioning Receiver for Non-Synchronized Mobile Systems,” Proc. 37th Annual Conference on Information Sciences and Systems (CISS 2003), The Johns Hopkins University, Baltimore, MD, March 12-14, 2003.

13-9. S. Gezici, H. Kobayashi, H. V. Poor, Serdar Yuksel, and Tamer Basar, “Time-of-Arrival Estimation in Non-Line-of-Sight Environments,” Proc. of the 37th Annual Conference on Information Science and Systems (CISS), The Johns Hopkins University, Baltimore, MD, March 12-14, 2003.

13-10. S. Gezici, H. Kobayashi, and H. V. Poor, “Non-Parametric Non-line-of-Sight Identification,” Proc. IEEE Vehicle Technology Conference (VTC 2003 Fall), Orlando, FL, October 6-9, 2003.

13-11. Y. Qi and H. Kobayashi, “On Relation among Time Delay and Signal Strength based Geolocation Methods,” Proc. IEEE 2003 Global Communications Conference (IEEE Globecom ’03), San Francisco, CA, December 2003.

13-12. Y. Qi, H. Suda, and H. Kobayashi “On Time-of-arrival Positioning in a Multipath Environment,” Proc. IEEE Vehicle Technology Conference 2004 Fall (VTC 2004 Fall), Los Angeles, CA, September 2004.

13-13. S. Gezici, Z. Tian, G. B. Giannakis, H. Kobayashi, A. F. Molisch, H. V. Poor and Z. Sahinoglu, “Localization via ultra-wideband radios,” IEEE Signal Processing Magazine (Special Issue on Signal Processing for Positioning and Navigation with Applications to Communications), vol. 22, no. 4, pp. 70-84, July 2005.

13-14. S. Gezici, Z. Sahinoglu, A. F. Molisch, H. Kobayashi and H. V. Poor, “A two-step time of arrival estimation algorithm for impulse radio ultra wideband systems (Invited paper),” Proc. 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, Sep. 4-8, 2005 .

13-15. Y. Qi, H. Kobayashi and H. Suda, “Analysis of Wireless Geolocation in a Non-line-of-sight Environment,” IEEE Trans. Wireless Communications, Vol. 5, Issue 2, March 2006, pp. 672-681.

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14. Internet Web Caching Algorithms (4):

14-1. S-Z. Yu and H. Kobayashi, “A new prefetch cache scheme,” Proc. IEEE GLOBECOM 2000, vol. 1, pp. 350-355, San Francisco, CA, Nov. 27- Dec. 1, 2000.

14-2. S-Z. Yu and H. Kobayashi, “A proxy gateway for wireless Internet services,” Proc. of the 5th International Conference on Communication Systems (Africom 2001), Cape Town, South Africa, May 28-30, 2001.

14-3. H. Kobayashi and S-Z Yu, “Performance Models of Web Caching and Prefetching for Wireless Internet Access,” (Invited paper), International Conference on Performance Evaluation: Theory, Techniques and Applications (PerETTA 2000), University of Aizu, Fukushima, Japan, September 21-22, 2000.

14-4. S-Z. Yu, B. L. Mark and H. Kobayashi, “Dynamic Web Pages for Location-Based Services,” Proc. IASTED Inernational Conference on Wireless and Optical Communications (WOC 2002), Banff, Canada, pp. 457-463, July 2002.

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15. Wireless Traffic and Mobility Modeling (4):

15-1. S-Z. Yu, B. L. Mark and H. Kobayashi, “Mobility tracking and traffic characterization for efficient wireless Internet access,” Proc. IEEE Int. Conf. on Multiaccess, Mobility and Teletraffic for Wireless Communications (MMT’2000), pp. 279-290, Duck Key, Florida, Dec. 3-6, 2000.

15-2. B. L. Mark, S-Z. Yu and H. Kobayashi, “Traffic and Mobility Modeling in Wireless Networks,” (Invited presentation), INFORMS 2000 (Session: “Probabilistic Models in Networks”), San Antonio, TX, Nov. 6, 2000.

15-3. H. Kobayashi, S-Z. Yu and B. L Mark, “An Integrated Mobility and Traffic Model for Resource Allocation in Wireless Networks,” Proc. the Third ACM International Workshop on Wireless Mobile Multimedia (WoWMoM-2000), pp. 39-47, Boston, MA, August 11, 2000.

15-4. S. Gezici, H. Kobayashi, and H. V. Poor, “A New Approach to Mobile Position Tracking,” IEEE Sarnoff Symposium On Advances in Wired and Wireless Communications, Ewing, NJ, March 11-12, 2003.

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16. Hidden Semi Markov Model and Computational Algorithms (4):

16-1. H. Kobayashi and S-Z. Yu, “Mobility Models for Wireless Internet Access,” The 25th Annual IEEE Computer Communications Workshop (CCW2000), October 15-18, South Seas Resort, Captive Island.

16-2. H. Kobayashi, S-Z. Yu and B. L. Mark, “Mobility Tracking and Traffic Modeling in Wireless Networks and Application to Wireless Internet Service Provisioning,” Symposium of the Next Generation Wireless Networks: Defining Applications and Services for the Next Generations, New Jersey Institute of Technology, May 26, 2000.

16-3. S-Z. Yu and H. Kobayashi, “A Hidden Semi-Markov Model with Missing Data and Multiple Observation Sequences for Mobility Tracking,” Signal Processing: an International Journal, (EURASIP), Vol. 83, No. 2, pp. 235-250, February 2003.

16-4. S-Z. Yu and H. Kobayashi, “An Efficient Forward-Backward Algorithm for an Explicit Duration Hidden Markov Model,” IEEE Signal Processing Letters, Vol. 10, no. 1, pp. 11-14, January 2003.

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17. Ultra Wideband (UWB) Communication Systems (17):

17-1. S. Gezici, E. Fishler, H. Kobayashi, H. V. Poor and A. F. Molisch, “A rapid acquisition technique for impulse radio,” Proc. IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM 2003), vol. 2, pp. 627-630, Victoria, Canada, August 28-30, 2003.

17-2. S. Gezici, H. Kobayashi, H. V.Poor and A. Molisch, “Effect of timing jitter on the trade-off between processing gains,” TR2003-109. Mitsubishi Electric Research Labs., August 2003/

17-3. A. F. Molisch, Y. P. Nakache, P. Orlik, J. Zhang, Y. Wu, S. Gezici, S. Y. Kung, H. Kobayashi, H. V. Poor, Y. G. Li, H. Sheng and A. Haimovich, “An efficient low-cost time-hopping impulse radio for high data rate transmission,” IEEE 6th International Symposium on Wireless Personal Multimedia Communications (WPMC 2003), Yokosuka, Kanagawa, Japan, October 19-22, 2003.

17-4. S. Gezici, H. Kobayashi, H. V. Poor and A. F. Molisch, “Performance evaluation of impulse radio UWB systems with pulse-based polarity randomization in asynchronous multiuser environments,” Proc. IEEE Wireless Communications and Networking Conference (WCNC 2004), vol. 2, pp. 908-913, Atlanta, GA, Mar. 21-25, 2004.

17-5. S. Gezici, H. Kobayashi and H. V. Poor, “A comparative study of pulse combining schemes for impulse radio UWB systems,” Proc. IEEE Sarnoff Symposium 2004, pp. 7-10, Princeton, NJ, April 26-27, 2004.

17-6. S. Gezici, H. Kobayashi, H. V. Poor and A. F. Molisch, “Optimal and suboptimal linear receivers for time-Hopping impulse radio systems,” Proc. IEEE Conference on Ultra Wideband Systems and Technologies (UWBST 2004), pp. 11-15, Kyoto, Japan, May 18-21, 2004.

17-7. S. Gezici, H. Kobayashi, H. V. Poor and A. F. Molisch, “The trade-off between processing gains of an impulse radio system in the presence of timing jitter,” Proc. IEEE International Conference on Communications (ICC 2004) vol. 6, pp. 3596-3600, Paris, France, June 20-24, 2004.

17-8. I. Guvenc, H. Arslan, S. Gezici and H. Kobayashi, “Adaptation of multiple access parameters in time hopping UWB cluster based wireless sensor networks,” IEEE 1st International Conference on Mobile Ad-hoc and Sensor Systems (MASS 2004), Fort Lauderdale, Florida, Oct. 25-27, 2004.

17-9. S. Gezici, F. Tufvesson and A. F. Molisch, “On the performance of transmitted-reference impulse radio,” IEEE Global Telecommunications Conference (Globecom 2004), Dallas, Texas, Nov. 29-Dec. 3, 2004.

17-10. S. Gezici, M. Chiang, H. V. Poor and H. Kobayashi, “Optimal and suboptimal finger selection algorithms for MMSE Rake receivers in impulse radio ultra-wideband systems,” Proc. IEEE Wireless Communications and Networking Conference (WCNC 2005), New Orleans, LA, March 13-17, 2005.

17-11. S. Gezici, Z. Sahinoglu, H. V. Poor and H. Kobayashi, “Impulse radio systems with multiple pulse types of ultra-wideband pulses,” Proc. Conference on Information Sciences and Systems (CISS 2005), Baltimore, MD, March 16-18, 2005. Also arXiv:cs/0502083v1 [cs.IT] February 5, 2005.

17-12. F. Molisch, Y. P. Nakache, P. Orlik, J. Zhang, Y. Wu, S. Gezici, S. Y. Kung, H. Kobayashi, H. V. Poor, Y. G. Li, H. Sheng and A. Haimovich, “A low-cost time-hopping impulse radio for high data rate transmission,” EURASIP Journal on Applied Signal Processing (Special Issue on UWB –State of the Art), vol. 2005, no. 3, pp. 397-412, March 2005.

17-13. S. Gezici, Z. Tian, G. B. Giannakis, H. Kobayashi, A. F. Molisch, H. V. Poor and Z. Sahinoglu, “Localization via ultra-wideband radios,” IEEE Signal Processing Magazine (Special Issue on Signal Processing for Positioning and Navigation with Applications to Communications), vol. 22, no. 4, pp. 70-84, July 2005.

17-14. S. Gezici, H. Kobayashi, H. V. Poor and A. F. Molisch, “Performance evaluation of impulse radio UWB systems with pulse-based polarity randomization,” IEEE Transactions on Signal Processing, vol. 53, no. 7, pp. 2537-2549, July 2005.

17-15. S. Gezici, Z. Sahinoglu, A. F. Molisch, H. Kobayashi and H. V. Poor, “A two-step time of arrival estimation algorithm for impulse radio ultra wideband systems,” Proc. 13th European Signal Processing Conference, Antalya, Turkey, Sept. 4-8, 2005.

17-16. S. Gezici, M. Chiang, H. V. Poor and H. Kobayashi, “A genetic algorithm based finger selection scheme for UWB MMSE Rake receivers,Proc. IEEE International Conference on Ultra-Wideband (ICU 2005), Zurich, Switzerland, September 5-8, 2005

17-17. S. Gezici. M. Chiang, H. Kobayashi and H. V. Poor, “Finger selection for UWB rake receivers,” Proc. 14th European Signal Processing Conference. Sept 4-8, 2006, pp. 1-7.

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18. Network Security Protocols (10):

18-1. I. Avramopoulos, H. Kobayashi, and R. Y. Wang, “Routing Protocol with Byzantine Robustness,” Proc. 2003 IEEE Sarnoff Symposium, March 2003.

18-2. Q. Huang, H. Kobayashi and B. Liu, “Analysis of a New Form of Distributed Denial of Service Attack,” Proc. 37th Annual Conference on Information Science and Systems, The Johns Hopkins University, Baltimore, MD, March 2003.

18-3. Q. Huang, H. Kobayashi and B. Liu, “Modeling of Distributed Denial of Service (DDoS) Attacks in Wireless Networks,” 2003 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Victoria, B.C., Canada, August 2003.

18-4. Q. Huang, J. Cukier, H. Kobayashi, B. Liu and J. Zhang, “Fast Authenticated Key Establishment Protocols for ZigBee Wireless Sensor Networks,” Second ACM International Workshop on Wireless Sensor Networks and Applications, San Diego, CA, September 2003.

18-5. Q. Huang, H. Kobayashi and B. Liu, “Energy/Security Scalable Mobile Cryptosystem,” 14th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Beijing, China, September 2003.

18-6. I. Avramopoulos and H. Kobayashi, “Guaranteed Delivery Flooding Protocols for Mobile Ad Hoc Networks,” Proc. IEEE Wireless Communications and Networking Conference (WCNC 2004), Atlanta, GA, March 2004.

18-7. I. Avramopoulos, H. Kobayashi, R. Wang and A. Krishnamurthy, “Highly Secure and Efficient Routing,” Proc. IEEE INFOCOM 2004, Hong Kong, April 2004.

18-8. Q. Huang, H. Kobayashi and B. Liu, “An Unbalanced Key Establishment Protocols for Heterogeneous Wireless Networks,” Proc. IEEE Globecom 2004, Dallas, TX, November 2004.

18-9. Q. Huang, I. Avramopoulos, H. Kobayashi and B. Liu, “Secure Data Forwarding in Wireless Ad Hoc Networks,” Proc. IEEE ICC 2005, Seoul, Korea, May 2005.

18-10. I. Avramopoulos, H. Kobayashi, A. Krishnamurthy, and E. Wang, “Secure Routing,” in C. Douligeris and D. Serpanos (Eds.), Network Security: Current Status and Future Directions, Wiley-IEEE Press, 2007. Pp. 15-32.

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19. Education, University Reform, R&D Managements, etc. (32)

19-1. “Comsoc Spotlight: H. Kobayashi,” IEEE Communications Magazine, 1980, Vol. 18, No4. July 1980, pp. 6-7.

19-2. H. Kobayashi, “Education Systems for the Gifted and Doctoral Courses Should be Strengthened,” (in Japanese) Preface in Computer Software, Vol. 1, No. 3, Iwanami Publishing Co., Tokyo, October 1984.

19-3. 渡辺宏・小林久志(司会・文責 松井好)「誌上鼎談;基礎研究強化への対策―企業の立場から見た日米比較」研究技術計画、vol. 1, No. 1, 1986, 研究・技術計画学会、pp.26-34.
H. Watnabe and H. Kobayashi (Mediator K. Matasui) “Tête–à–tête Interview: Measures to Strengthen Fundamental Research—Comparison of U.S. and Japanese Corporations,” The Journal of Science Policy and Research Management, Vol, 1, No.1, The Japan Society for Science Policy and Research Management, pp. 26-34.

19-4. R. J. Samuels (Interviewer), “Balancing Two Careers: Industry and Academia,” Look Japan Magazine, Vol. 32, No. 370, Jan. 29, 1987, pp. 26-27.

19-5. H. Kobayashi, “Scientific Creativity and Engineering Innovation in Japan,” Proc. 1987 AAAS Symposium, Chicago, IL, February 1987.

19-6. 小林久志「特別講演:研究開発における創造性」第7回新エネルギー産業シンポジウム、昭和62年10月21日、pp. 247-260
H. Kobayashi, “Creativity in Research and Development,” (both in Japanese and English), Proc. 7th New Energy Industrial Symposium, New Energy Foundation, Tokyo, pp. 247-260, October 21,1987.

19-7. 小林久志「記念講演:米国における研究・開発マネジメントの実態」研究・開発マネージメント・フォーラム. 日本経済新聞社1988年11月pp. 18-32
H. Kobayashi, “Commemorative Lecture: Research and Development Management in the United States,” (in Japanese), Proc. R&D Management Forum ’88, sponsored by Nikkei Newspaper Publishing Co., Tokyo, pp. 18-32, November 1988.

19-8. H. Kobayashi, “The President Page: Engineering Education at Princeton,” Princeton Alumni Weekly, November 23, 1988.

19-9. H. Kobayashi, “Reflections on Kajima-Princeton Partnership,” in Soil Liquefaction, Earthquake Ground Motion, Seismic Hazard and Reliability in Earthquake Engineering, Book of Summary (Phase I & II), Princeton-Kajima Joint Research, May 1991.

19-10. 小林久志「研究生活にもどって」村上陽一郎編『先端科学技術と私(1)』朝倉書店 1991年10月pp. 77-91
H. Kobayashi, “On Coming back to a Research Life,” in Y. Murakami (ed.), Science & Technology and I: RCAST Series XI, Asakura Publishing Co. October 1991, pp. 77-91.

19-11. 小林久志「博士課程制度の充実に向けて」日経サイエンス・巻頭言、1992年1月号,p.1.
H. Kobayashi, “Strengthening Doctoral Programs,” Preface in Nikkei Science (a Japanese edition of Science), Vol.22, No. 1, p.1, January 1992.

19-12. 小林久志「米国と日本の大学に於ける教育及び研究体制の比較」平成4年2月、技術同友会事務局発行。34頁(質疑応答を含む)
H. Kobayashi, “Comparisons of the Education and Research Systems between the U.S. and Japanese Universities,” (in Japanese; an Invited Lecture), Gijutsu Doyukai, Tokyo, February 1992. 34 pages( including Q&A)

19-13. 小林久志「寄稿:我が国の大学改革への提言」電子情報通信学会誌平成4年11月号、創立75周年記念「21世紀への展望」特集、pp. 1164-1168
H. Kobayashi, “A Proposal for the University Reform in Japan,”(invited article in Japanese), The 75th Anniversary Issue: Journal of the Institute of Electronics, Information and Communication Engineers, Vol. 75, No. 11, pp. 1164-1168, November 1992.

19-14 小林久志「寄稿:米名門大学に見るサバイバルのMQC 360(サン・ロク・マル)特集「いま、大学を考える」1992年8月、三田出版、pp.74-77.
H. Kobayashi, “Invited Article: “Invited article: MQC(Mobility, Quality and Competition) for Survival in a Prestigious U.S. University,” 360 Magazine, August 1992, Special Issue “Now, Think about Universities,” Mita Publisher, pp. 74-77.

19-15. H. Kobayashi, “A Keynote Address: International Cooperation and Competition in Science & Technology,” Proceedings of International Conference on Performance of Distributed Systems and Integrated Communication Networks, North-Holland Publishing Co. pp.1-5. 1992.

19-16. 小林久志「論説:日本の大学改革への提言」工業教育、第41巻第1号、平成5年1月pp.5-9.
H. Kobayashi, “Invited Article: A Proposal for the University Reform in Japan,” Engineering Education , Japanese Society for Engineering Education, Vol. 41. No. 1,pp. 5-9, January 1993.

19-17. 「インタビュー記事:工学部に見る日米の違い」電気学会誌、1993年増刊号、pp.10-18
“Interview Article: Difference between Japan and the U.S. in Engineering Schools,” Journal of the Institute of Electrical Engineers of Japan, Special issue, April 1993, pp. 10-18.

19-18. 小林久志「米国から見た日本の大学の良い点、悪い点とその改善策」、講演要旨・国際シンポジウム「大学における教育と研究―21世紀に向けての新展開」平成6年1月10-11日, (平成6年12月発行) pp.10-14
H. Kobayashi, “Strength and Weakness of Japanese Universities: Remedy for Improvement,” Proceedings of International Symposium on University Reform (sponsored by the Ministry of Education), Tokyo, January 8-10, 1994. Published in December 1994, pp. 10-14.

19-19. 小林久志「論説:どの様にして日本の大学を世界の一流にするか?」日本機械学会誌、1994年12月号、Vol. 97, No. 913, pp. 411-413.
H. Kobayashi, “Lead Editorial: How can Japanese Universities be Made First Rate in the World?” Journal of the Japan Society of Mechanical Engineers, Vol. 97, No. 913, December 1994, pp. 411-413.

19-20. 小林久志「日米の大学の抱える問題点:我々は如何に取り組むべきか?」21世紀に向けての産官学連携戦略―ネットワーク社会における科学と産業、奈良先端科学技術大学院大学・AGIP21 研究会編、化学工業日報社、1998年3月20日発行、pp.103-122.
H. Kobayashi, “Japanese and U.S. Universities: Their Issues and Challenges”, Strategies for Academia-Government-Industry Partnerships Towards the 21 st Century. Nara Institute of Science & Technology (NAIST) and AGIP21 Research Group (eds.), Kagaku Kogyo Nippo Publishing Co., Tokyo (March 1998), pp. 103-122.

19-21. 小林久志「21世紀における研究所の体質は如何にあるべきか?」AIST Today, 設立記念式典特集、May 2001 発行、独立行政法人産業技術総合研究所pp.14-18.
H. Kobayashi, “What should a research organization in the 21st century strive for?” AIST Today, Special Issue on Opening Ceremony, May 2001, National Institute of Advanced Science and Technology (AIST), Ministry of Economy, Trade and Industry, pp.14-18

19-22. 小林久志「研究者としての人生観」電子情報通信学会誌、Vol. 90 , No. 1 、研究者・技術者の倫理観・人生観特別小特集、2007年1月,pp.13-15.
H. Kobayashi, “Life as a Researcher: A Personal View,” Journal of Institute of Electronics, Information and Communications Engineers of Japan, Vol. 90, No.1, Special issue on “Sense of ethics and one’s view of life as a researcher/engineer,” January, 2007, pp.13-17.

19-23, 招待論文「 米国の企業及び大学での研究マネージメント 電子情報通信学会誌 Vol. 92, No. 5, 2009年5月号, pp. 318-326
“Invited Article: Research Management in U.S. Corporate Laboratories and Universities,” Journal of Institute of Electronics, Information and Communications Engineers of Japan, vol. 92, No.5, May 2009, pp. 318-326

19-24. 小林久志「兄昭七を想う」数学セミナー2013年第2号、特集小林昭七 日本評論社, pp.14-16.
H. Kobayashi, “My brother Shoshichi,” Journal: Mathematics Seminar, Special Issue on Shoshichi Kobayashi, 2013, No.2, Nihon-Hyoron-Sha. Pp.14-16.

19-25. 小林久志「昭七兄の思い出」『顔をなくした数学者:数学つれづれ』(小林昭七著)岩波書店2013年7月30日初版発行、pp. 128-137
H. Kobayashi, “Memory of My Brother Shoshichi, in S. Kobayashi, Mathematicians Who Lost Their Faces, Iwanami Publisher, 2013, C.

19-26. H. Kobayashi ”In Memory of Shoshichi Kobayashi (1932-2012): A Short Biography.” ICCM Notices, Vol. 1, No. 2., December 2013, p.138.

19-27. H. Kobayashi, “Memoir of my brother Shoshichi Kobayashi,” ICCM Notices, Vol. 1, No. 2, December 2013, pp. 141-145.

19-28. 小林久志「情報システムにおけるランダム過程」プリンストン大学での講義「Random Processes in Information Systems」2013年9月ー2014年1月
H. Kobayashi, “Random Processes in Information Systems.” Lecture slides at Princeton University, September 2013-January 2014.

19-29. 小林久志「日本の大学と教育界に期待する」電気学会誌125周年記念特集号(2014年4月号)pp. 200-202.
H. Kobayashi, “What I expect from Japanese Universities and Educational Community,” Journal of Institute of Electrical Engineers of Japan, April 2014, The 125th Anniversary issue. Pp. 200-202.

19-30. H. Kobayashi, “Two Essays from Mathematicians Who Lost Their Faces: Shoshichi Kobayashi, Translated by Hisashi Kobayashi,” Notices of the American Mathematical Society, Vol. 61, No.11, pp. 1343-44.

19-31. H. Kobayashi, “Academic Genealogy of Shoshichi Kobayashi and Individuals Who Influenced Him,” in Geometry and Analysis on Manifolds: In Memory of Professor Shoshichi Kobayashi, edited by T. Ochiai et al. Progress in Mathematics, Vol. 308, pp. 17-38, Springer International Publishing, 2015.

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20. The Riemann Hypothesis (9):

20-1. H. Kobayashi, “Euler’s zeta function

20-2. H. Kobayashi, “Riemann’s zeta function and the Riemann hypothesis

20-3. H. Kobayashi, “Riemann’s xi function and the product form representation

20-4. H. Kobayashi, “The Fourier transform representation of the xi function

20-5. H. Kobayashi, “Some results on the ξ(s) and Ξ(t) functions associated with Riemann’s ζ(s) function“.
Also published on ArXiv.org:  https://arxiv.org/abs/1603.02911  (March 5, 2016)

20-6. H. Kobayashi, “Local Extrema of the Ξ(t) Function and The Riemann Hypothesis“.
Also published on ARxiv.org: https://arxiv.org/abs/1603.02911  (March 5, 2016)

20-7. H. Kobayashi, “The Z(t) function, Gram’s Law, Riemann-von Mangoldt Formula, and Lehmer’s Phenomenon

20-8. H. Kobayashi, “Negativity of d2/dt2 logΞ(t) and a conjecture on a sufficient condition for the Riemann hypothesis

20-9. H. Kobayashi, “Application of the Euler-Maclaurin summation to log-differentials of M(t) = |ζ(1/2 + it)|

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21. Stochastic Modeling of an Infectious Disease (8):

21-1. H. Kobayashi, “Stochastic Modeling of an Infectious Disease, Part I: Understand the Negative Binomial Distribution and Predict an Epidemic More Reliably,” June 2, 2020.
https://arxiv.org/abs/2006.01586

21-2. H. Kobayashi, “Keynote Speech: Stochastic Modeling of an Infectious Disease,” ITC 32, September 23, 2020, https://www.youtube.com/watch?v=kn3EiQsvkps

21-3. H. Kobayashi, “Stochastic Modeling of an Infectious Disease,  Part II: Simulation Experiments and Verification of the Analysis,” January 26, 2021. https://arxiv.org/abs/2101.11394

21-4. H. Kobayashi, “Stochastic Modeling of an Infectious Disease,  Part III-A: Analysis of Time-Nonhomogeneous Models,” January 22, 2021. https://arxiv.org/abs/2101.09109

21-5. Kobayashi, “Stochastic Modeling of an Infectious Disease, Part III-B: Analysis of the Time-Nonhomogeneous BDI Process and Simulation Experiments of both BD and BDI Processes,” March 31, 2021. https://arxiv.org/abs/2104.00529

21-6. Kobayashi, “Stochastic Modeling of an Infectious Disease, Part IV: Further Results on the BDI Process Model and Analysis of Multiple Types (Variants) of Coronavirus,” August 27, 2021. https://hp.hisashikobayashi.com/stochastic-modeling-of-an-infectious-disease-part-iv-further-results-on-the-bdi-process-model-and-analysis-of-multiple-types-variants-of-corona-virus/

21-7. Kobayashi, “A probabilistic Model of an Infectious Disease, based on the BDI Process, and Maximum-Likelihood Estimation of the Model Parameters,” Presented at a joint conference “OR in Health Care” and “Dynamic Decision Models and Applications.” The Operations Research Society of Japan, Sept. 29, 2021. The abstract and slides are posted on https://hp.hisashikobayashi.com/a-probabilistic-model-of-an-infectious-disease-based-on-the-bdi-process-and-maximum-likelihood-estimation-of-the-model-parameters/

21-8. Kobayashi, “Stochastic Modeling of an Infectious Disease, Part V: Maximum Likelihood Estimation of the BDI (birth-and-death-with-immigration) Process Parameters,” October 1, 2021. https://hp.hisashikobayashi.com/stochastic-modeling-of-an-infectious-disease-part-v-maximum-likelihood-estimation-of-the-bdi-birth-and-death-with-immigration-process-parameters/

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22. Music Theory (1):

22-1. H. Kobayashi, “A Markov Chain Interpretation of some Arpeggios in Beethoven’s Moonlight Sonata, 1st Movement”, posted on hp.hisashikobayashi.com, May 20, 2019

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