TY - GEN
T1 - An iterative precoder optimization method for K-user interference channel systems
AU - Sung, Hakjea
AU - Lee, Kyoung Jae
AU - Park, Seok Hwan
AU - Lee, Inkyu
PY - 2009
Y1 - 2009
N2 - In this paper, we propose a linear precoding and decoding scheme maximizing the sum rate of K-user interference channel systems where each node has multiple antennas. With an iterative approach, the precoding 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.
AB - In this paper, we propose a linear precoding and decoding scheme maximizing the sum rate of K-user interference channel systems where each node has multiple antennas. With an iterative approach, the precoding 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.
UR - http://www.scopus.com/inward/record.url?scp=77951588005&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77951588005&partnerID=8YFLogxK
U2 - 10.1109/GLOCOM.2009.5425256
DO - 10.1109/GLOCOM.2009.5425256
M3 - Conference contribution
AN - SCOPUS:77951588005
SN - 9781424441488
T3 - GLOBECOM - IEEE Global Telecommunications Conference
BT - GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference
T2 - 2009 IEEE Global Telecommunications Conference, GLOBECOM 2009
Y2 - 30 November 2009 through 4 December 2009
ER -