Title :
Low complexity adaptive beamforming and power allocation for OFDM over wireless networks
Author :
Olfat, Masoud ; Liu, K. J Ray ; Rashid-Farrokhi, Farrokh
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Abstract :
In this paper, the performance of a multiuser wireless network using OFDM, combined with power control and adaptive beamforming for uplink transmission is presented. An adaptive power control algorithm is exploited to achieve the desired signal to noise and interference ratio (SINR) at each subchannel and increase the power efficiency of the mobile transmitter. Therefore, we can achieve a better overall error probability with a fixed total power. A distributed iterative algorithm is used to jointly update the transmission power and the beamformer weights at each subchannel so that it can converge to the optimal solution for both power and beamforming vectors at each subchannel. Another algorithm has been proposed to decrease the complexity resulting from the number of beamformers and FFT blocks. The algorithms use only the interference measured locally by the transmitter. Unlike most of the loading algorithms which optimize the bit distribution and subchannel power allocation for a single transmitter, this approach tries to optimize the power allocation and decrease the interference for the whole network
Keywords :
OFDM modulation; adaptive control; array signal processing; computational complexity; error statistics; fast Fourier transforms; iterative methods; land mobile radio; optimisation; power control; radiofrequency interference; telecommunication control; FFT blocks; OFDM; adaptive power control algorithm; beamformers; complexity; distributed iterative algorithm; error probability; interference; low complexity adaptive beamforming; mobile transmitter; multiuser wireless network; performance; power allocation; power control; power efficiency; signal to noise and interference ratio; subchannel; uplink transmission; wireless networks; Adaptive control; Array signal processing; Interference; Iterative algorithms; OFDM; Power control; Programmable control; Signal to noise ratio; Transmitters; Wireless networks;
Conference_Titel :
Communications, 1999. ICC '99. 1999 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-5284-X
DOI :
10.1109/ICC.1999.767994