Title :
Efficient computation of the Pareto boundary for the two-user single-stream MIMO interference channel
Author :
Cao, Pan ; Shi, Shuying ; Jorswieck, Eduard
Author_Institution :
Commun. Theor., Commun. Lab., Dresden Univ. of Technol., Dresden, Germany
Abstract :
We consider a two-user multiple-input multiple-output (MIMO) interference channel (IC), where a single data stream is transmitted and each receiver applies the minimum mean square error (MMSE) filter. In this paper, we study an open problem on the computation of the Pareto boundary of the achievable rate region by optimal joint transmit/receive beamforming design. The Pareto boundary can be divided by two turning points into the weak Pareto boundary and the strict Pareto boundary. The weak Pareto boundary and turning points can be computed exactly. For the strict Pareto boundary, we propose a computationally efficient method called iterative alternating algorithm (IAA) to maximize the rate of one user while the rate of the other user is fixed. Numerical simulations show that the IAA provides a better lower bound on the strict Pareto boundary compared with the existing methods.
Keywords :
MIMO communication; Pareto analysis; array signal processing; iterative methods; least mean squares methods; radio receivers; radiofrequency interference; MMSE filter; Pareto boundary; iterative alternating algorithm; minimum mean square error filter; multiple-input multiple-output interference channel; optimal joint transmit/receive beamforming; radio receiver; single data stream; single-stream MIMO interference channel; two-user MIMO interference channel; Integrated circuits; Interference; MIMO; Optimization; Receivers; Signal to noise ratio; Turning;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
Conference_Location :
Cesme
Print_ISBN :
978-1-4673-0970-7
DOI :
10.1109/SPAWC.2012.6292888