Title :
A Beamforming Algorithm Based on Interference Pricing for the MISO Interference Channel
Author :
Zhang, Chengqiang ; Xu, Wenjun ; He, Zhiqiang ; Niu, Kai ; Tian, Baoyu
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
We study in this paper a sub-optimal beamforming algorithm for the MISO interference channel based on interference pricing, defined as user´s marginal decrease in its utility due to interference. An iterative approach is considered given a set of interference prices and beams. Combining the interference price from other users and channel state information, the transmitter can update the beams to maximize its pure utility, which is defined as its own utility minus loss from other users´ utility caused by its interference. Meanwhile, the receiver can update its interference price according to the total received interference. Our results from comprehensive simulations show that this algorithm is vastly superior to the existing beamforming algorithms, e.g. the maximum-ratio transmission (MRT) beamforming scheme, the zero-forcing (ZF) beamforming scheme and the algorithm in in terms of efficiency, convergence and robustness, which can get close to the Pareto edge of the available rate region in.
Keywords :
Pareto distribution; array signal processing; interference (signal); receivers; wireless channels; MISO interference channel; Pareto edge; beamforming algorithm; channel state information; interference pricing; iterative approach; maximum-ratio transmission; total received interference; zero-forcing; Algorithm design and analysis; Array signal processing; Interference channels; Pricing; Signal processing algorithms; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4244-3573-9
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2010.5594261