• DocumentCode
    1915160
  • Title

    On the benefits of edge caching for MIMO interference alignment

  • Author

    Deghel, Matha ; Bastug, Ejder ; Assaad, Mohamad ; Debbah, Merouane

  • Author_Institution
    Lab. de Signaux et Syst., Univ. Paris-Sud, Gif-sur-Yvette, France
  • fYear
    2015
  • fDate
    June 28 2015-July 1 2015
  • Firstpage
    655
  • Lastpage
    659
  • Abstract
    In this contribution, we jointly investigate the benefits of caching and interference alignment (IA) in multiple-input multiple-output (MIMO) interference channel under limited backhaul capacity. In particular, total average transmission rate is derived as a function of various system parameters such as backhaul link capacity, cache size, number of active transmitter-receiver pairs as well as the quantization bits for channel state information (CSI). Given the fact that base stations are equipped both with caching and IA capabilities and have knowledge of content popularity profile, we then characterize an operational regime where the caching is beneficial. Subsequently, we find the optimal number of transmitter-receiver pairs that maximizes the total average transmission rate. When the popularity profile of requested contents falls into the operational regime, it turns out that caching substantially improves the throughput as it mitigates the backhaul usage and allows IA methods to take benefit of such limited backhaul.
  • Keywords
    MIMO communication; cache storage; channel capacity; quantisation (signal); radio receivers; radio transmitters; radiofrequency interference; CSI; MIMO interference channel; active transmitter-receiver pairs; backhaul link capacity; backhaul usage; base stations; cache size; channel state information; content popularity profile; edge caching; interference alignment; limited backhaul capacity; multiple-input multiple-output interference channel; operational regime; quantization bits; total average transmission rate; Flyback transformers; Interference; MIMO; Receivers; Throughput; Transmitters; Wireless communication; 5G cellular networks; edge caching; interference alignment; limited backhaul; wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Advances in Wireless Communications (SPAWC), 2015 IEEE 16th International Workshop on
  • Conference_Location
    Stockholm
  • Type

    conf

  • DOI
    10.1109/SPAWC.2015.7227119
  • Filename
    7227119