Title :
An Iterative Precoder Optimization Method for K-User Interference Channel Systems
Author :
Sung, Hakjea ; Lee, Kyoung-Jae ; Park, Seok-Hwan ; Lee, Inkyu
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we propose a linear preceding and decoding scheme maximizing the sum rate of abuser interference channel systems where each node has multiple antennas. With an iterative approach, the preceding matrices are identified by deriving the gradient of the sum rate and applying the gradient descent method. Due to non-convexity of the formulated problem, the proposed precoder cannot guarantee the global optimal solution, and a locally maximized sum rate can be found by the proposed precoding scheme. Then, we obtain the single-symbol decodable receiver from the modified minimum mean-squared error filter. From simulation results, we exhibit a local optimal sum rate of the interference channel systems with the proposed method. Also, we demonstrate that the proposed algorithm outperforms other existing methods in terms of the sum rate.
Keywords :
antenna arrays; decoding; gradient methods; iterative methods; linear codes; mean square error methods; precoding; radiofrequency interference; wireless channels; K-user interference channel systems; abuser interference channel systems; gradient descent method; interference channel systems; iterative precoder optimization method; linear preceding-decoding scheme; minimum mean-squared error filter; multiple antennas; single-symbol decodable receiver; Covariance matrix; Filters; Information technology; Interference channels; Iterative algorithms; Iterative decoding; Iterative methods; Mobile ad hoc networks; Optimization methods; Transmitters;
Conference_Titel :
Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-4148-8
DOI :
10.1109/GLOCOM.2009.5425256