Title :
On the Efficiency and Complexity of Distributed Spectrum Allocation
Author :
Cao, Lili ; Zheng, Haitao
Author_Institution :
Department of Computer Science, University of California, Santa Barbara, CA 93106 U.S.A, Email: lilicao@cs.ucsb.edu
Abstract :
We study the efficiency and complexity of a distributed spectrum allocation algorithm using explicit user coordination. Users self-organize into coordination groups and adjust spectrum assignments in each local group to approximate an optimal assignment. Compared to the conventional topology-based optimizations, local coordination can significantly reduce the computation and communication overhead required to adapt to topology variations. We focus on analyzing the end-user performance in terms of spectrum efficiency and communication overhead. We derive a theoretical lower bound on the amount of spectrum each user can get from coordination, and a theoretical upper bound on the algorithm convergence time. We also perform experiments to verify our analytical results.
Keywords :
Algorithm design and analysis; Cognitive radio; Collaboration; Computer science; Convergence; Interference; Network topology; Performance analysis; Upper bound; WiMAX;
Conference_Titel :
Cognitive Radio Oriented Wireless Networks and Communications, 2007. CrownCom 2007. 2nd International Conference on
Conference_Location :
Orlando, FL, USA
Print_ISBN :
978-1-4244-0814-6
Electronic_ISBN :
978-1-4244-0815-3
DOI :
10.1109/CROWNCOM.2007.4549824