Title :
Low complexity high throughput algorithms for MIMO AF relay networks
Author :
Cong Sun ; Jorswieck, Eduard
Author_Institution :
State Key Lab. of Sci. & Eng. Comput., Acad. of Math. & Syst. Sci., Beijing, China
Abstract :
A multiple-antenna amplify-and-forward (AF) two-hop interference network with multiple links and multiple relays is considered. We optimize transmit precoders, receive decoders and relay AF matrices to maximize the achievable sum rate. Two constraint sets are discussed: first, individual per user and total relay sum power constraints. We propose an algorithm to maximize the total signal to total interference plus noise ratio (TSTINR). Second, this algorithm is extended to individual user and individual relay fixed transmit power constraints. Additionally, we derive algorithms for the total leakage interference plus noise (TLIN) minimization and the weighted minimum mean square error (WMMSE) approach to sum rate maximization. Interestingly, our simulations show that, for both constraint sets, our TSTINR algorithm outperforms the TLIN algorithm generally and outperforms WMMSE in medium to high Signal-to-Noise-Ratio (SNR) scenarios, while TSTINR and TLIN requires less computing time than WMMSE generally.
Keywords :
MIMO communication; amplify and forward communication; mean square error methods; precoding; relay networks (telecommunication); MIMO AF relay networks; SNR scenarios; TLIN algorithm; TLIN minimization; TSTINR algorithm; WMMSE; interference plus noise ratio; low complexity high throughput algorithms; multiple antenna amplify and forward two hop interference network; multiple links; multiple relays; otal leakage interference plus noise minimization; receive decoders; relay AF matrices; relay fixed transmit power constraints; relay sum power constraints; signal to noise ratio; sum rate maximization; transmit precoders; weighted minimum mean square error; Algorithm design and analysis; Decoding; Interference; Linear programming; Relays; Signal to noise ratio; MIMO relay networks; alternating iteration; individual power constraints; sequential quadratic programming;
Conference_Titel :
Communications (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICC.2013.6655468