RELIABILITY PROBLEMS AND PARETO-OPTIMALITY IN COGNITIVE RADAR

被引：0

作者：

Soltanalian, Mojtaba ^{[1
]}

Mysore, Bhavani Shankar R. ^{[2
]}

Ottersten, Bjoern ^{[2
]}

机构：

[1] Univ Illinois, ECE Dept, Chicago, IL 60607 USA

[2] Univ Luxembourg, SnT Res Ctr, Luxembourg, Luxembourg

来源：

2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2016年

关键词：

Cognitive radar; reliability; waveform diversity; waveform optimization; multi-objective optimization; Pareto-optimal design; WAVE-FORM DESIGN; RECEIVE FILTER; CODE DESIGN; INFORMATION-THEORY; TRANSMIT SEQUENCE; ROBUST DESIGN; MIMO RADAR; OPTIMIZATION; TARGETS;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Cognitive radar refers to an adaptive sensing system exhibiting high degree of waveform adaptivity and diversity enabled by intelligent processing and exploitation of information from the environment. The next generation of radar systems are characterized by their application to scenarios exhibiting non-stationary scenes as well as interference caused by use of shared spectrum. Cognitive radar systems, by their inherent adaptivity, seem to be the natural choice for such applications. However, adaptivity opens up reliability issues due to uncertainties induced in the information gathering and processing. This paper lists some of the reliability aspects foreseen for cognitive radar systems and motivates the need for waveform designs satisfying different metrics simultaneously towards enhancing the reliability. An iterative framework based on multi-objective optimization is proposed to provide Pareto-optimal waveform designs.

引用

页码：2225 / 2229

页数：5

共 50 条

[21] A characterization of the uniform rule without Pareto-optimality
Ehlers, Lars
[J]. SERIES-JOURNAL OF THE SPANISH ECONOMIC ASSOCIATION, 2011, 2 (04): : 447 - 452
[22] EQUIVALENCE AND PARETO-OPTIMALITY OF DIRECT AND INDIRECT TAXES
MEINICH, P
[J]. SWEDISH JOURNAL OF ECONOMICS, 1975, 77 (01): : 67 - 85
[23] NECESSARY AND SUFFICIENT CONDITIONS FOR PARETO-OPTIMALITY IN MEAN
DUBOV, YA
[J]. ENGINEERING CYBERNETICS, 1979, 17 (06): : 109 - 114
[24] WEAK PARETO-OPTIMALITY AND THE APPROXIMATE SUPPORT PROPERTY
BECKER, RA
BERCOVICI, H
FOIAS, C
[J]. JOURNAL OF MATHEMATICAL ECONOMICS, 1993, 22 (01) : 61 - 71
[25] On Pareto-optimality in the cross-efficiency evaluation
Davtalab-Olyaie, Mostafa
Asgharian, Masoud
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 288 (01) : 247 - 257
[26] Value added of a risk transfer and Pareto-optimality
Eeckhoudt, L
Roger, P
[J]. REVUE ECONOMIQUE, 1998, 49 (02): : 325 - 333
[27] A characterization of the uniform rule without Pareto-optimality
Lars Ehlers
[J]. SERIEs, 2011, 2 : 447 - 452
[28] APPROXIMATE NECESSARY CONDITIONS FOR LOCALLY WEAK PARETO-OPTIMALITY
GAJEK, L
ZAGRODNY, D
[J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1994, 82 (01) : 49 - 58
[29] Minimal belief change, Pareto-optimality and logical consequences
Schulte, O
[J]. ECONOMIC THEORY, 2002, 19 (01) : 105 - 144
[30] Definition of fuzzy Pareto-optimality by using possibility theory
Silva, Ricardo C.
Yamakami, Akebo
[J]. PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPEAN SOCIETY OF FUZZY LOGIC AND TECHNOLOGY CONFERENCE, 2009, : 1234 - 1239

← 1 2 3 4 5 →