Joint power allocation, base station assignment and beamformer design for an uplink SIMO heterogeneous network

作者: Jingran Lin , Yubai Li , Qicong Peng

DOI: 10.1109/ICASSP.2014.6853633

关键词:

摘要: Consider the max-min problem for an uplink SIMO heterogeneous network, where base stations (BS) are coordinated dynamically joint reception under some backhaul overhead constraints. We formulate this in perspective of power allocation, BS assignment and beamformer design, develop efficient algorithm based on alternating optimization. In particular, we transfer design subproblem into a group LASSO by applying direction method multipliers (ADMM). Consequently, is solved partially distributed manner each iteration simple closed-form solution derived. Numerical simulations demonstrate effectiveness efficiency proposed algorithm.

参考文章(20)
Björn Ottersten, Mats Bengtsson, Optimal Downlink Beamforming Using Semidefinite Optimization ,(2014)
Masao Fukushima, Application of the Alternating Direction Method of Multipliers to Separable Convex Programming Problems Computational Optimization and Applications. ,vol. 1, pp. 93- 111 ,(1992) , 10.1007/BF00247655
Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo, Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel IEEE Transactions on Signal Processing. ,vol. 61, pp. 2413- 2423 ,(2013) , 10.1109/TSP.2013.2245125
Angela Sara Cacciapuoti, Ian F. Akyildiz, Luigi Paura, Correlation-Aware User Selection for Cooperative Spectrum Sensing in Cognitive Radio Ad Hoc Networks IEEE Journal on Selected Areas in Communications. ,vol. 30, pp. 297- 306 ,(2012) , 10.1109/JSAC.2012.120208
Seung-Jun Kim, Swayambhoo Jain, Georgios B. Giannakis, Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering international workshop on signal processing advances in wireless communications. pp. 65- 69 ,(2012) , 10.1109/SPAWC.2012.6292980
Mingyi Hong, Ruoyu Sun, Hadi Baligh, Zhi-Quan Luo, Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks IEEE Journal on Selected Areas in Communications. ,vol. 31, pp. 226- 240 ,(2013) , 10.1109/JSAC.2013.130211
Wei Yu, Tian Lan, Transmitter Optimization for the Multi-Antenna Downlink With Per-Antenna Power Constraints IEEE Transactions on Signal Processing. ,vol. 55, pp. 2646- 2660 ,(2007) , 10.1109/TSP.2006.890905
Jun Zhang, Runhua Chen, J.G. Andrews, A. Ghosh, R.W. Heath, Networked MIMO with clustered linear precoding IEEE Transactions on Wireless Communications. ,vol. 8, pp. 1910- 1921 ,(2009) , 10.1109/TWC.2009.080180
A. Wiesel, Y.C. Eldar, S. Shamai, Linear precoding via conic optimization for fixed MIMO receivers IEEE Transactions on Signal Processing. ,vol. 54, pp. 161- 176 ,(2006) , 10.1109/TSP.2005.861073
Wei-Cheng Liao, Mingyi Hong, Ya-Feng Liu, Zhi-Quan Luo, Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks IEEE Transactions on Signal Processing. ,vol. 62, pp. 3939- 3952 ,(2014) , 10.1109/TSP.2014.2331611