Sökning: id:"swepub:oai:DiVA.org:kth-104649" >
A Chernoff relaxati...
A Chernoff relaxation on the problem of application-oriented finite sample experiment design
-
- Katselis, Dimitrios (författare)
- KTH,Reglerteknik,ACCESS Linnaeus Centre,System Identification Group
-
- Rojas, Cristian R., 1980- (författare)
- KTH,Reglerteknik,ACCESS Linnaeus Centre,System Identification Group
-
- Hjalmarsson, Håkan, 1962- (författare)
- KTH,Reglerteknik,ACCESS Linnaeus Centre,System Identification Group
-
visa fler...
-
- Bengtsson, Mats (författare)
- KTH,Signalbehandling,ACCESS Linnaeus Centre
-
visa färre...
-
(creator_code:org_t)
- IEEE, 2012
- 2012
- Engelska.
-
Ingår i: 2012 IEEE 51st Annual Conference on Decision and Control (CDC). - : IEEE. - 9781467320665 ; , s. 202-207
- Relaterad länk:
-
https://urn.kb.se/re...
-
visa fler...
-
https://doi.org/10.1...
-
visa färre...
Abstract
Ämnesord
Stäng
- In this paper, application-oriented experiment design formulated as a chance constrained problem is investigated. The chance constraint is based on the presumption that the estimated model can be used in an application to achieve a given performance level with a prescribed probability. The aforementioned performance level is dictated by the particular application of interest. The resulting optimization problem is known to be nonconvex in most cases. To this end, convexification is attempted by employing a Chernoff relaxation. As an application, we focus on the identification of multiple input multiple output (MIMO) wireless channel models based on a general L-optimality type of performance measure.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- Correlated Mimo Channels
- System-Identification
- Colored Interference
- Signal-Design
- Model
- Optimization
- Validation
- LMIS
- Loop
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas