Generalized Degrees of Freedom of the Symmetric Cache-Aided MISO Broadcast Channel With Partial CSIT

被引:14
作者
Piovano, Enrico [1 ]
Joudeh, Hamdi [1 ]
Clerckx, Bruno [1 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, Commun & Signal Proc Grp, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
Channel state information at the transmitter; coded caching; cache-aided interference management; CONTENT DELIVERY; INTERFERENCE CHANNEL; FUNDAMENTAL LIMITS; NETWORKS;
D O I
10.1109/TIT.2019.2914204
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the cache-aided MISO broadcast channel (BC) in which a multi-antenna transmitter serves K single-antenna receivers, each equipped with a cache memory. The transmitter has access to partial knowledge of the channel state information. For a symmetric setting, in terms of channel strength levels, partial channel knowledge levels and cache sizes, we characterize the generalized degrees of freedom (GDoF) up to a constant multiplicative factor. The achievability scheme exploits the interplay between spatial multiplexing gains and coded-multicasting gain. On the other hand, a cut-set-based argument in conjunction with a GDoF outer bound for a parallel MISO BC under channel uncertainty is used for the converse. We further show that the characterized order-optimal GDoF is also attained in a decentralized setting, where no coordination is required for content placement in the caches.
引用
收藏
页码:5799 / 5815
页数:17
相关论文
共 34 条
  • [1] [Anonymous], FUNDAMENTAL LIMITS D
  • [2] Introduction
    Avestimehr, A. Salman
    Diggavi, Suhas N.
    Tian, Chao
    Tse, David N. C.
    [J]. FOUNDATIONS AND TRENDS IN COMMUNICATIONS AND INFORMATION THEORY, 2015, 12 (1-2): : 2 - +
  • [3] Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks
    Bastug, Ejder
    Bennis, Mehdi
    Debbah, Merouane
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) : 82 - 89
  • [4] Achieving Full DoF in Heterogeneous Parallel Broadcast Channels With Outdated CSIT
    Chen, Jinyuan
    Yang, Sheng
    Ozgur, Ayfer
    Goldsmith, Andrea
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (07) : 4154 - 4171
  • [5] GDoF Region of the MISO BC: Bridging the Gap Between Finite Precision and Perfect CSIT
    Davoodi, Arash Gholami
    Yuan, Bofeng
    Jafar, Syed Ali
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (11) : 7208 - 7217
  • [6] Generalized Degrees of Freedom of the Symmetric K User Interference Channel Under Finite Precision CSIT
    Davoodi, Arash Gholami
    Jafar, Syed Ali
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (10) : 6561 - 6572
  • [7] Transmitter Cooperation Under Finite Precision CSIT: A GDoF Perspective
    Davoodi, Arash Gholami
    Jafar, Syed Ali
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (09) : 6020 - 6030
  • [8] Aligned Image Sets Under Channel Uncertainty: Settling Conjectures on the Collapse of Degrees of Freedom Under Finite Precision CSIT
    Davoodi, Arash Gholami
    Jafar, Syed Ali
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (10) : 5603 - 5618
  • [9] Gaussian Interference Channel Capacity to Within One Bit
    Etkin, Raul H.
    Tse, David N. C.
    Wang, Hua
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (12) : 5534 - 5562
  • [10] Improved Lower Bounds for Coded Caching
    Ghasemi, Hooshang
    Ramamoorthy, Aditya
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (07) : 4388 - 4413