Title :
Distributed Resource Map: A database-driven network support architecture for Cognitive Radio ad hoc networks
Author :
Khan, Shougat Nazbin ; Kalil, M.A. ; Mitschele-Thiel, Andreas
Author_Institution :
Integrated Commun. Syst. Group, Ilmenau Univ. of Technol., Ilmenau, Germany
Abstract :
Obtaining awareness of the operating environment is crucial to the successful operation of a Cognitive Radio (CR) network. In a multihop CR ad hoc network, aggregating knowledge about the external environment is a task which the CR nodes must perform based on their individual and collective capacity. In this paper, we introduce Distributed Resource Map (DRM), a framework for cooperation and knowledge aggregation in cognitive radio ad hoc networks. The DRM is a database-driven knowledge base aimed at exploiting distributed sensing performed by heterogeneous CR nodes and inter-nodes cooperation to maintain a network-wide support architecture. The awareness obtained through DRM architecture is used to drive the learning and decision making functions of a Cognitive Engine (CE). We present the core concepts, the architectural components, underlying knowledge aggregation functions, and a summary of the validation and realization effort. The paper concludes with a planned experimental work for DRM.
Keywords :
ad hoc networks; cognitive radio; database management systems; telecommunication computing; telecommunication network planning; CR nodes; DRM; cognitive engine; cognitive radio ad hoc networks; cooperation aggregation; database-driven network support architecture; distributed resource map; distributed sensing; internode cooperation; knowledge aggregation; multihop CR ad hoc network; Ad hoc networks; Computer architecture; Databases; Knowledge based systems; Peer to peer computing; Sensors; Software;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2012 4th International Congress on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-2016-0
DOI :
10.1109/ICUMT.2012.6459662