A guide to events on our campuses.

Assembly Series

A tradition of convening thought leaders since 1953

McKelvey School of Engineering

Brown School

ESE Seminar: Takashi Tanaka

Friday, December 8, 2023 | 10:00 AM - 11:00 AM

Preston M. Green Hall, Rodin Auditorium, L0120
135 N Skinker Blvd, St. Louis, MO 63112, USA

Minimum Information Control: Theory, Applications, and Recent Progress

 

Abstract: Control theory is a branch of information science studying the use of feedback to make real-time decisions in order to achieve a desired goal. The advantage of feedback control over open-loop control is widely recognized. In many modern control systems, however, processing the sheer wealth of information available for decision-making can become cumbersome, imperiling efficient real-time processing. Likewise, transmitting measurements over communication networks uses scarce physical resources (like time, bandwidth, and power) that could otherwise be allocated to other devices and services. Consequently, the ability to select only the essential, task-relevant information from the vast sea of sensory data is increasingly relevant. This leads to a series of non-trivial questions at the boundary between control theory and information theory: What is the minimum amount of information to be fed back to keep making sensible decisions? What information needs to be fed back? How do we quantify the amount of information that is fed back?

In this talk, we introduce an approach to quantifying the flow of feedback information using an information-theoretic concept known as directed information. Following a brief historical overview of directed information, we employ it to formulate the concept of minimum information control. We elucidate the practical relevance of this problem formulation by demonstrating its natural emergence in Networked Control Systems (NCS) design problems. We will also showcase the utility of minimum information control in path planning and sensor selection problems.

Event Type

Seminar/Colloquia

Schools

McKelvey School of Engineering

Topic

Science & Technology

Department
Electrical & Systems Engineering
Hashtag

#Seminar

Event Contact

Aaron Beagle | abeagle@gmail.com

Speaker Information

Takashi Tanaka

The University of Texas at Austin, Cockrell School of Engineering, Aerospace Engineering and Engineering Mechanics

Assistant Professor
ttanaka@utexas.edu

Hosted by: Xudong Chen

Bio: Takashi Tanaka is an Assistant Professor in the Department of Aerospace Engineering and Engineering Mechanics at the University of Texas at Austin since 2017. He received his B.S. degree from the University of Tokyo in 2006, M.S. and Ph.D. degrees from UIUC in 2009 and 2012, all in Aerospace Engineering. Prior to joining UT Austin, he held postdoctoral researcher positions at MIT and KTH Royal Institute of Technology. His research interest is broad in control, optimization, games, and information theory; most recently their applications to networked control systems, real-time data sharing, and strategic perception. He is the recipient of the DARPA Young Faculty Award, the AFOSR Young Investigator Program award, and the NSF Career award.

Subscribe
Google Calendar iCal Outlook

Discussion