DocumentCode
2851525
Title
Iterative source-channel coding approach to Witsenhausen´s counterexample
Author
Karlsson, J. ; Gattami, A. ; Oechtering, T.J. ; Skoglund, M.
Author_Institution
Sch. of Electr. Eng., R. Inst. of Technol. (KTH), Stockholm, Sweden
fYear
2011
fDate
June 29 2011-July 1 2011
Firstpage
5348
Lastpage
5353
Abstract
In 1968, Witsenhausen introduced his famous counterexample where he showed that even in the simple linear quadratic static team decision problem, complex nonlinear decisions could outperform any given linear decision. This problem has served as a benchmark problem for decades where researchers try to achieve the optimal solution. This paper introduces a systematic iterative source-channel coding approach to solve problems of the Witsenhausen Counterexample-character. The advantage of the presented approach is its simplicity. Also, no assumptions are made about the shape of the space of policies. The minimal cost obtained using the introduced method is 0.16692462, which is the lowest known thus far.
Keywords
decision making; iterative methods; linear quadratic control; source coding; Witsenhausen Counterexample-character; complex nonlinear decisions; iterative source-channel coding approach; linear quadratic static team decision problem; Accuracy; Algorithm design and analysis; Encoding; Monte Carlo methods; Optimization; Output feedback; Partitioning algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2011
Conference_Location
San Francisco, CA
ISSN
0743-1619
Print_ISBN
978-1-4577-0080-4
Type
conf
DOI
10.1109/ACC.2011.5991064
Filename
5991064
Link To Document