Name
Abstract | ||
|---|---|---|
Cognitive radio is a technological concept pushing for the introduction of intelligent radio operation going beyond system adaptation and reconfiguration on the basis of simple criteria and rules. Insofar, a rather limited amount of work has been published on the cognitive mechanisms that should be embedded into the communicating equipments to achieve such an intelligent behavior. Towards filling this gap, this paper presents an innovative optimization algorithm driving the decision making process supervising the cognitive radio reconfiguration. This cognitive algorithm, called RALFE for "Reason And Learn From Experience", presents interesting features since it allows to perform autonomous decision making with regard to multiple, possibly conflicting, operational objectives in the face of an uncertain environment. The proposed approach is illustrated for a case of cognitive waveform design. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/CROWNCOM.2008.4562503 | Singapore |
Keywords | Field | DocType |
cognitive radio,decision making,learning (artificial intelligence),RALFE algorithm,cognitive radio,decision making process,intelligent radio,optimization algorithm,radio dynamic reconfiguration,reason-learn from experience | Algorithm design,Adaptive system,Computer science,Context awareness,Human–computer interaction,Artificial intelligence,Cognition,Decision-making,Control reconfiguration,Cognitive radio,Cognitive network | Conference |
ISBN | Citations | PageRank |
978-1-4244-2302-6 | 2 | 0.53 |
References | Authors | |
5 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nicolas Colson | 1 | 3 | 1.15 |
| Apostolos A. Kountouris | 2 | 107 | 10.82 |
| Armelle Wautier | 3 | 16 | 7.13 |
| Lionel Husson | 4 | 5 | 3.68 |