Scaling results on the sum capacity of cellular networks with MIMO links

被引:76
|
作者
Aktas, Defne [1 ]
Bacha, M. Naeern
Evans, Jamie S.
Hanly, Stephen V.
机构
[1] Bilkent Univ, Dept Elect & Elect Engn, TR-06800 Ankara, Turkey
[2] Univ Melbourne, Dept Elect & Elect Engn, Special Res Ctr Ultra Broadband Informat Networks, Australian Res Council, Melbourne, Vic 3010, Australia
关键词
asymptotic sum capacity; base station cooperation; large system analysis; multiple-access channel (MAC); multiple-input-multiple-output (MIMO) channel; random matrices;
D O I
10.1109/TIT.2006.876241
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Scaling results for the sum capacity of the multiple access, uplink channel are provided for a flat-fading environment, with multiple-input-multiple-output (MIMO) links, when there is interference from other cells. The classical MIMO scaling regime is considered in which the number of antennas per us. er and per base station grow large together. Utilizing the known characterizations of the limiting eigenvalue distributions of large random matrices, the asymptotic behavior of the sum capacity of the system is characterized for an architecture in which the base stations cooperate in the joint decoding process of all users (macrodiversity). This asymptotic sum capacity is compared with that of the conventional scenario in which the base stations only decode the users in their cells. For the case of base station cooperation, an interesting "resource pooling" phenomenon is observed: in some cases, the limiting performance of a macrodiversity multiuser network has the same asymptotic behavior as that of a single-user MIMO link with an equivalent amount of pooled received power. This resource pooling phenomenon allows us to derive an elegant closed-form expression for the sum capacity of a new version of Wyner's classical model of a cellular network, in which MIMO links are incorporated into the model.
引用
收藏
页码:3264 / 3274
页数:11
相关论文
共 50 条
  • [31] Interference Shaping for Sum-Rate Maximization in Cellular Full-Duplex MIMO Networks
    Newinger, Michael
    Utschick, Wolfgang
    2017 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2017,
  • [32] New results on the reverse link capacity of CDMA cellular networks
    Landolsi, MA
    Veeravalli, VV
    Jain, N
    1996 IEEE 46TH VEHICULAR TECHNOLOGY CONFERENCE, PROCEEDINGS, VOLS 1-3: MOBILE TECHNOLOGY FOR THE HUMAN RACE, 1996, : 1462 - 1466
  • [33] On the Sum Rate Capacity of MIMO Broadcast Channels in Cognitive Radio Networks with Interference Power Constraints
    Hai-Lin Xiao
    Shan Ouyang
    Cheng-Xiang Wang
    Wireless Personal Communications, 2013, 70 : 1589 - 1601
  • [34] On the Sum Rate Capacity of MIMO Broadcast Channels in Cognitive Radio Networks with Interference Power Constraints
    Xiao, Hai-Lin
    Ouyang, Shan
    Wang, Cheng-Xiang
    WIRELESS PERSONAL COMMUNICATIONS, 2013, 70 (04) : 1589 - 1601
  • [35] MIMO capacity scaling and saturation in correlated environments
    Raghavan, V
    Sayeed, AM
    2003 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5: NEW FRONTIERS IN TELECOMMUNICATIONS, 2003, : 3006 - 3010
  • [36] Capacity and Power Scaling Laws for Finite Antenna MIMO Amplify-and-Forward Relay Networks
    Simmons, David E.
    Coon, Justin P.
    Warsi, Naqueeb
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (04) : 1993 - 2008
  • [37] Some results on the asymptotic downlink capacity of MIMO multi-user networks
    de Lacerda Neto, Raul L.
    Debbah, Merouane
    2006 FORTIETH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-5, 2006, : 379 - +
  • [38] Stream control in networks with interfering MIMO links
    Demirkol, MF
    Ingram, MA
    WCNC 2003: IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE RECORD, VOLS 1-3, 2003, : 343 - 348
  • [39] Power-controlled capacity for interfering MIMO links
    Demirkol, MF
    Ingram, MA
    IEEE 54TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2001, VOLS 1-4, PROCEEDINGS, 2001, : 187 - 191
  • [40] Control using capacity constraints for interfering MIMO links
    Demirkol, MF
    Ingram, MA
    13TH IEEE INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOL 1-5, PROCEEDINGS: SAILING THE WAVES OF THE WIRELESS OCEANS, 2002, : 1032 - 1036