TY - JOUR
T1 - Coordinated beamforming with relaxed zero forcing
T2 - The sequential orthogonal projection combining method and rate control
AU - Park, Juho
AU - Lee, Gilwon
AU - Sung, Youngchul
AU - Yukawa, Masahiro
PY - 2013
Y1 - 2013
N2 - In this paper, coordinated beamforming based on relaxed zero forcing (RZF) for K transmitter-receiver pair multiple-input single-output (MISO) and multiple-input multiple-output (MIMO) interference channels is considered. In the RZF coordinated beamforming, conventional zero-forcing interference leakage constraints are relaxed so that some predetermined interference leakage to undesired receivers is allowed in order to increase the beam design space for larger rates than those of the zero-forcing (ZF) scheme or to make beam design feasible when ZF is impossible. In the MISO case, it is shown that the rate-maximizing beam vector under the RZF framework for a given set of interference leakage levels can be obtained by sequential orthogonal projection combining (SOPC). Based on this, exact and approximate closed-form solutions are provided in two-user and three-user cases, respectively, and an efficient beam design algorithm for RZF coordinated beamforming is provided in general cases. Furthermore, the rate control problem under the RZF framework is considered. A centralized approach and a distributed heuristic approach are proposed to control the position of the designed rate-tuple in the achievable rate region. Finally, the RZF framework is extended to MIMO interference channels by deriving a new lower bound on the rate of each user.
AB - In this paper, coordinated beamforming based on relaxed zero forcing (RZF) for K transmitter-receiver pair multiple-input single-output (MISO) and multiple-input multiple-output (MIMO) interference channels is considered. In the RZF coordinated beamforming, conventional zero-forcing interference leakage constraints are relaxed so that some predetermined interference leakage to undesired receivers is allowed in order to increase the beam design space for larger rates than those of the zero-forcing (ZF) scheme or to make beam design feasible when ZF is impossible. In the MISO case, it is shown that the rate-maximizing beam vector under the RZF framework for a given set of interference leakage levels can be obtained by sequential orthogonal projection combining (SOPC). Based on this, exact and approximate closed-form solutions are provided in two-user and three-user cases, respectively, and an efficient beam design algorithm for RZF coordinated beamforming is provided in general cases. Furthermore, the rate control problem under the RZF framework is considered. A centralized approach and a distributed heuristic approach are proposed to control the position of the designed rate-tuple in the achievable rate region. Finally, the RZF framework is extended to MIMO interference channels by deriving a new lower bound on the rate of each user.
KW - Coordinated beamforming
KW - Pareto-optimal
KW - inter-cell interference
KW - multi-cell MIMO
KW - rate control
KW - relaxed zero-forcing
KW - sequential orthogonal projection combining
UR - http://www.scopus.com/inward/record.url?scp=84878343736&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84878343736&partnerID=8YFLogxK
U2 - 10.1109/TSP.2013.2258343
DO - 10.1109/TSP.2013.2258343
M3 - Article
AN - SCOPUS:84878343736
SN - 1053-587X
VL - 61
SP - 3100
EP - 3112
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 12
M1 - 6502742
ER -