Title :
Distributed resource allocation for MISO downlink systems via the alternating direction method of multipliers
Author :
Joshi, S. ; Codreanu, M. ; Latva-aho, Matti
Author_Institution :
Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland
Abstract :
We provide a distributed algorithm for the radio resource allocation problem in multicell downlink multi-input single-output systems, subject to satisfying quality of service requirements of each user. Specifically, the problem of minimizing total transmit power subject to signal-to-interference-plus-noise ratio constraints of each user is considered. We propose a consensus-based distributed algorithm based on alternating direction method of multipliers. Numerical results show that the proposed distributed algorithm can achieve the optimal centralized solution.
Keywords :
interference (signal); radio networks; resource allocation; MISO downlink systems; alternating direction method; distributed resource allocation; multicell downlink multi-input single-output systems; multipliers; radio resource allocation; signal-to-interference-plus-noise ratio; Distributed optimization; alternating direction method of multipliers (ADMM); minimum power beamforming; multicell networks; second-order cone program (SOCP);
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-5050-1
DOI :
10.1109/ACSSC.2012.6489052