Optimal pilot design with CSI feedback in massive MIMO systems

作者: Dan Li , Yuan Zhou , Ang Yang , Shaozhen Guo

DOI: 10.1109/CHINACOM.2014.7054336

关键词: BeamformingComputer scienceAntenna (radio)Control theoryCommunication channelMean squared errorMIMOTransmission (telecommunications)3G MIMO

摘要: In this paper, we study the optimal pilot design problem and CSI feedback method in a massive MIMO system. We get asymptotically solution for based on minimizing Mean Square Error (MSE) of channel estimation with both Sum Power Constraint (SPC) Per Antenna constraint (PAPC) utilizing t-norm approximation method. To further improve transmission efficiency reduce computation load, propose weight to gradually discover CSI. The fed back BS is collected beamforming matric different users aiming at improving users' achievable rate. Simulation results validate that can provide an acceptable rate consuming much less resources.

参考文章(15)
Tae Min Kim, Fan Sun, Arogyaswami J. Paulraj, Low-Complexity MMSE Precoding for Coordinated Multipoint With Per-Antenna Power Constraint IEEE Signal Processing Letters. ,vol. 20, pp. 395- 398 ,(2013) , 10.1109/LSP.2013.2246152
A. Feiten, R. Mathar, S. Hanly, Eigenvalue-Based Optimum-Power Allocation for Gaussian Vector Channels IEEE Transactions on Information Theory. ,vol. 53, pp. 2304- 2309 ,(2007) , 10.1109/TIT.2007.896866
Riichi Kudo, Simon M. D. Armour, Joe P. McGeehan, Masato Mizoguchi, A channel state information feedback method for massive MIMO-OFDM Journal of Communications and Networks. ,vol. 15, pp. 352- 361 ,(2013) , 10.1109/JCN.2013.000066
Jaehak Chung, Chan-Soo Hwang, Kiho Kim, Young Kyun Kim, A random beamforming technique in MIMO systems exploiting multiuser diversity IEEE Journal on Selected Areas in Communications. ,vol. 21, pp. 848- 855 ,(2003) , 10.1109/JSAC.2003.810355
Jakob Hoydis, Stephan ten Brink, Merouane Debbah, Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need? IEEE Journal on Selected Areas in Communications. ,vol. 31, pp. 160- 171 ,(2013) , 10.1109/JSAC.2013.130205
G. Scutari, D.P. Palomar, S. Barbarossa, The MIMO Iterative Waterfilling Algorithm IEEE Transactions on Signal Processing. ,vol. 57, pp. 1917- 1935 ,(2009) , 10.1109/TSP.2009.2013894
Fredrik Rusek, Daniel Persson, Buon Kiong Lau, Erik G Larsson, Thomas L Marzetta, Ove Edfors, Fredrik Tufvesson, Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays IEEE Signal Processing Magazine. ,vol. 30, pp. 40- 60 ,(2013) , 10.1109/MSP.2011.2178495
Emre Telatar, Capacity of Multi‐antenna Gaussian Channels transactions on emerging telecommunications technologies. ,vol. 10, pp. 585- 595 ,(1999) , 10.1002/ETT.4460100604
Erik G. Larsson, Ove Edfors, Fredrik Tufvesson, Thomas L. Marzetta, Massive MIMO for next generation wireless systems IEEE Communications Magazine. ,vol. 52, pp. 186- 195 ,(2014) , 10.1109/MCOM.2014.6736761
Marios Kountouris, David Gesbert, Thomas Sälzer, Enhanced multiuser random beamforming: dealing with the not so large number of users case IEEE Journal on Selected Areas in Communications. ,vol. 26, pp. 1536- 1545 ,(2008) , 10.1109/JSAC.2008.081019