Title :
Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks
Author :
Golrezaei, Negin ; Mansourifard, Parisa ; Molisch, Andreas F. ; Dimakis, Alexandros G.
Author_Institution :
Dept. of Data Sci. & Oper., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We propose a new scheme for increasing the throughput of video files in cellular communications systems. This scheme exploits (1) the redundancy of user requests as well as (2) the considerable storage capacity of smartphones and tablets. Users cache popular video files and-after receiving requests from other users-serve these requests via device-to-device localized transmissions. The file placement is optimal when a central control knows a priori the locations of wireless devices when file requests occur. However, even a purely random caching scheme shows only a minor performance loss compared to such a “genie-aided” scheme. We then analyze the optimal collaboration distance, trading off frequency reuse with the probability of finding a requested file within the collaboration distance. We show that an improvement of spectral efficiency of one to two orders of magnitude is possible, even if there is not very high redundancy in video requests.
Keywords :
cellular radio; probability; redundancy; video streaming; cellular communications systems; central control; device-to-device localized transmissions; file placement; frequency reuse; genie-aided scheme; optimal collaboration distance; purely random caching scheme; redundancy; smartphones; storage capacity; tablets; user requests; video files; wireless video networks; Base stations; Collaboration; Computer architecture; Delays; Interference; Throughput; Wireless communication; Caching; D2D communication; video streaming; wireless networks;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2316817