Title :
CoMP in heterogeneous networks: A low-complexity linear transceiver design
Author :
Akbudak, Tarik ; Czylwik, Andreas
Author_Institution :
Dept. of Commun. Syst., Univ. of Duisburg-Essen, Duisburg, Germany
Abstract :
Coordinated multipoint transmission (CoMP) is considered for a heterogeneous network where different kinds of base stations (BS) are located. We focus on linear transceiver design with the goal of maximizing the weighted sum rate in the downlink of a multiple-input multiple-output orthogonal frequency division multiple access (MIMO-OFDMA) system. The problem is shown to be non-convex, thus, the problem of finding the global optimum is an intrinsically intractable, NP hard problem. We propose an algorithm which divides the main problem into several convex subproblems, and, is shown to provide efficient suboptimal solutions.
Keywords :
MIMO communication; OFDM modulation; cellular radio; computational complexity; concave programming; convex programming; frequency division multiple access; radio networks; radio transceivers; radiofrequency interference; CoMP; MIMO-OFDMA system; NP hard problem; base stations; convex subproblems; coordinated multipoint transmission; heterogeneous networks; interference-limited cellular networks; low-complexity linear transceiver design; multiple-input multiple-output system; nonconvex subproblems; orthogonal frequency division multiple access system; weighted sum rate; Array signal processing; Convex functions; Interference; Optimization; Signal to noise ratio; Transceivers; Vectors; DC programming; Weighted sum-rate maximization; second-order cone programming;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364823