Title :
Device-to-device collaboration through distributed storage
Author :
Golrezaei, Negin ; Dimakis, Alexandros G. ; Molisch, Andreas F.
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Video is the main driver for the inexorable increase in wireless data traffic. In this paper we analyze a new architecture in which device-to-device (D2D) communications is used to drastically increase the capacity of cellular networks for video transmission. Users cache popular video files and - after receiving requests from other users - serve these requests via D2D localized transmissions; the short range of the D2D transmission enables frequency reuse within the cell. We analyze the scaling behavior of the throughput with the number of devices per cell. The user content request statistics, as well as the caching distribution, are modeled by a Zipf distribution with parameters γr and γc, respectively. For the practically important case γr <; 1 and γ0 > 1, we derive a closed form expression for the scaling behavior of the number of D2D links that coexist without interference. Our analysis relies on a novel Poisson approximation result for wireless networks obtained through the Chen-Stein Method.
Keywords :
Poisson distribution; cache storage; cellular radio; multimedia communication; statistical analysis; telecommunication traffic; video communication; Chen-Stein method; D2D communication; D2D transmission; Poisson approximation; Zipf distribution; caching distribution; cellular network; device-to-device collaboration; distributed storage; scaling behavior; statistics; video transmission; wireless data traffic; wireless network;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-0920-2
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2012.6503475