Downlink Rate Analysis for Virtual-Cell Based Large-Scale Distributed Antenna Systems

Despite substantial rate gains achieved by joint transmission from a massive amount of geographically distributed antennas, the resulting computational cost and channel measurement overhead could be unaffordable for a large-scale distributed antenna system (DAS). A scalable signal processing framework is therefore highly desirable, which could be established based on the concept of virtual cell. In a virtual-cell based DAS, each user chooses a few neighboring base-station (BS) antennas to form its virtual cell, i.e, its own serving BS antenna set. In this paper, we focus on a downlink DAS with a large number of users and BS antennas uniformly distributed in a certain area, and aim to study the effect of the virtual cell size on the average user rate. Specifically, by assuming that maximum ratio transmission (MRT) is adopted in each user's virtual cell, the achievable ergodic rate of each user is derived as an explicit function of the large-scale fading coefficients from all the users to their virtual cells, and an upper-bound of the average user rate is established, based on which a rule of thumb is developed for determining the optimal virtual cell size to maximize the average user rate. The analysis is further extended to consider multiple users grouped together and jointly served by their virtual cells using zero-forcing beamforming (ZFBF). In contrast to the no-grouping case where a small virtual cell size is preferred, it is shown that by grouping users with overlapped virtual cells, the average user rate can be significantly improved by increasing the virtual cell size, though at the cost of a higher signal processing complexity.

[1]  C-ran the Road towards Green Ran , 2022 .

[2]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[3]  Lin Dai An Uplink Capacity Analysis of the Distributed Antenna System (DAS): From Cellular DAS to DAS with Virtual Cells , 2014, IEEE Transactions on Wireless Communications.

[4]  Lin Dai,et al.  Capacity analysis in CDMA distributed antenna systems , 2005, IEEE Transactions on Wireless Communications.

[5]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[6]  Lin Dai A Comparative Study on Uplink Sum Capacity with Co-Located and Distributed Antennas , 2011, IEEE Journal on Selected Areas in Communications.

[7]  Xiaohu You,et al.  Spectral Efficiency of Distributed MIMO Systems , 2013, IEEE Journal on Selected Areas in Communications.

[8]  Jeffrey G. Andrews,et al.  An Analytical Framework for Multicell Cooperation via Stochastic Geometry and Large Deviations , 2013, IEEE Transactions on Information Theory.

[9]  Khaled Ben Letaief,et al.  User-centric intercell interference coordination in small cell networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[10]  Lin Dai,et al.  Capacity with MRC-based macrodiversity in CDMA distributed antenna systems , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[11]  A. Lozano,et al.  What Will 5 G Be ? , 2014 .

[12]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[13]  Yi Wang,et al.  A current perspective on distributed antenna systems for the downlink of cellular systems , 2013, IEEE Communications Magazine.

[14]  Jeffrey G. Andrews,et al.  Downlink performance and capacity of distributed antenna systems in a multicell environment , 2007, IEEE Transactions on Wireless Communications.

[15]  Min Chen,et al.  Distributed Antenna Systems: Open Architecture for Future Wireless Communications , 2006 .

[16]  Robert W. Heath,et al.  Interference Coordination: Random Clustering and Adaptive Limited Feedback , 2012, IEEE Transactions on Signal Processing.

[17]  Huiling Zhu,et al.  Performance Comparison Between Distributed Antenna and Microcellular Systems , 2011, IEEE Journal on Selected Areas in Communications.

[18]  Jeffrey G. Andrews,et al.  Networked MIMO with clustered linear precoding , 2008, IEEE Transactions on Wireless Communications.

[19]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[20]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

[21]  Robert W. Heath,et al.  Spectral Efficiency of Dynamic Coordinated Beamforming: A Stochastic Geometry Approach , 2015, IEEE Transactions on Wireless Communications.

[22]  Vincent K. N. Lau,et al.  Joint Power and Antenna Selection Optimization in Large Cloud Radio Access Networks , 2013, IEEE Transactions on Signal Processing.

[23]  Inkyu Lee,et al.  Capacity Analysis of Distributed Antenna Systems in a Composite Fading Channel , 2012, IEEE Transactions on Wireless Communications.

[24]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[25]  Jiangzhou Wang,et al.  Radio Resource Allocation in Multiuser Distributed Antenna Systems , 2013, IEEE Journal on Selected Areas in Communications.

[26]  Reinaldo A. Valenzuela,et al.  Network coordination for spectrally efficient communications in cellular systems , 2006, IEEE Wireless Communications.

[27]  Liang Xiao,et al.  Spectral efficiency of distributed antenna system with random antenna layout , 2003 .

[28]  Sumei Sun,et al.  Energy-Efficient, Large-Scale Distributed-Antenna System (L-DAS) for Multiple Users , 2013, IEEE Journal of Selected Topics in Signal Processing.

[29]  Lin Dai,et al.  Asymptotic Rate Analysis of Downlink Multi-User Systems With Co-Located and Distributed Antennas , 2015, IEEE Transactions on Wireless Communications.

[30]  Lin Dai,et al.  A Comparative Study of Downlink MIMO Cellular Networks With Co-Located and Distributed Base-Station Antennas , 2014, IEEE Transactions on Wireless Communications.

[31]  Shlomo Shamai,et al.  On the achievable throughput of a multiantenna Gaussian broadcast channel , 2003, IEEE Transactions on Information Theory.

[32]  Jeffrey G. Andrews,et al.  Distributed Antenna Systems with Randomness , 2008, IEEE Transactions on Wireless Communications.

[33]  Arogyaswami Paulraj,et al.  MIMO channel capacity for the distributed antenna , 2002, Proceedings IEEE 56th Vehicular Technology Conference.

[34]  Jiangzhou Wang,et al.  Distributed Antenna Systems for Mobile Communications in High Speed Trains , 2012, IEEE Journal on Selected Areas in Communications.

[35]  Antonia Maria Tulino,et al.  Capacity of multiple-transmit multiple-receive antenna architectures , 2002, IEEE Trans. Inf. Theory.