Title :
An Improved Resource Allocation Method Based on Convex Optimization in Centralized Wireless Network
Author :
Zhao, Junhui ; Chen, Ximei ; Luo, Junyou ; Wang, Dongming
Author_Institution :
Sch. of Electron. & Inf. Eng., Beijing Jiaotong Univ., Beijing, China
Abstract :
A utility function that reflects the total channel utility rate is formulated based on the interference complementary under the centralized singular channel wireless networks. Furthermore the target is transformed into a constrained convex optimization, and the optimization problem achieves the efficient resource allocation under interior-point method. Simulation results show that the proposed method achieves better accuracy and less iteration time than genetic algorithm.
Keywords :
channel allocation; convex programming; radiofrequency interference; resource allocation; utility theory; wireless channels; centralized singular channel wireless network; channel utility rate; constrained convex optimization; genetic algorithm; interference complementary; interior-point method; resource allocation method; utility function; Constraint optimization; Genetic algorithms; Interference; Optimization methods; Power control; Power system modeling; Radio spectrum management; Relays; Resource management; Wireless networks;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5304790