Background
Kumar, Panganamala Ramana was born on April 21, 1952 in Nagpur, Maharashtra, India. Son of Panganamala Bhavanarayana and Panganamala Kamala (Avasarala) Murthy. came to the United States, 1973.
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book
Stochastic Systems: Estimation, Identification, and Adaptive Control (Classics in Applied Mathematics)
(Since its origins in the 1940s, the subject of decision m...)
Since its origins in the 1940s, the subject of decision making under uncertainty has grown into a diversified area with application in several branches of engineering and in those areas of the social sciences concerned with policy analysis and prescription. These approaches required a computing capacity too expensive for the time, until the ability to collect and process huge quantities of data engendered an explosion of work in the area. This book provides succinct and rigorous treatment of the foundations of stochastic control; a unified approach to filtering, estimation, prediction, and stochastic and adaptive control; and the conceptual framework necessary to understand current trends in stochastic control, data mining, machine learning, and robotics. Audience: This book is recommended for those who have been introduced to probability theory and stochastic processes and want to learn more about decision making under uncertainty. It can be used as a one- or two-semester course textbook for advanced undergrad or first-year graduate students. Contents: Chapter 1: Introduction; Chapter 2: State space models; Chapter 3: Properties of linear stochastic systems; Chapter 4: Controlled Markov chain model; Chapter 5: Input output models; Chapter 6: Dynamic programming; Chapter 7: Linear systems: estimation and control; Chapter 8: Infinite horizon dynamic programming; Chapter 9: Introduction to system identification; Chapter 10: Linear system identification; Chapter 11: Bayesian adaptive control; Chapter 12: Non-Bayesian adaptive control; Chapter 13: Self-tuning regulators for linear systems
http://www.amazon.com/gp/product/1611974259/?tag=2022091-20
Panganamala Ramana Kumar
Edit Profileelectrical and computer engineering educator
Education
B Technology, Indian Institute Technology, Madras, India, 1973; Master of Science, Washington University, 1975; Doctor of Science, Washington University, 1977.
Career
Assistant professor department mathematics and computer science, U. Maryland., Baltimore County, 1977-1982; associate professor department mathematics and computer science, U. Maryland., Baltimore County, 1982-1984; associate professor department electrical and computer engineering and coordinated science laboratory, University of Illinois, Urbana, 1985-1987; professor department electrical and computer engineering, University of Illinois, Urbana, since 1987; research professor coordinated science laboratory, University of Illinois, Urbana, since 1987.
Achievements
Works
book
-
Stochastic Systems: Estimation, Identification, and Adaptive Control (Classics in Applied Mathematics)
(Since its origins in the 1940s, the subject of decision m...)
-
Stochastic Systems: Estimation, Identification, and Adaptive Control (Classics in Applied Mathematics)
Membership
Fellow Institute of Electrical and Electronics Engineers.
Interests
Connections
Married Devarakonda Jayashree Sundaram, January 22, 1982. Children: P. Ashwin, Shilpa P.
