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How to utilize caching to improve spectral efficiency in device-to-device wireless networks

Publication ,  Conference
Naderializadeh, N; Kao, DTH; Avestimehr, AS
Published in: 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014
January 30, 2014

In this paper, we study the impact of caching on a recently-proposed spectrum sharing mechanism for device-to-device networks, ITLinQ, which schedules communication based on information-theoretic optimality principles. We provide a lower bound on the spectral reuse (the fraction of users simultaneously scheduled in the ITLinQ framework) as a function of the caching redundancy by proposing a greedy algorithm for source-user association and determining its achievable reuse. In order to demonstrate that higher spectral reuse also results in more efficient communication, we numerically evaluate the rates achieved by our scheme and show that it provides substantial throughput gain over the state-of-the-art.

Duke Scholars

Published In

2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014

DOI

Publication Date

January 30, 2014

Start / End Page

415 / 422
 

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Naderializadeh, N., Kao, D. T. H., & Avestimehr, A. S. (2014). How to utilize caching to improve spectral efficiency in device-to-device wireless networks. In 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014 (pp. 415–422). https://doi.org/10.1109/ALLERTON.2014.7028485
Naderializadeh, N., D. T. H. Kao, and A. S. Avestimehr. “How to utilize caching to improve spectral efficiency in device-to-device wireless networks.” In 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014, 415–22, 2014. https://doi.org/10.1109/ALLERTON.2014.7028485.
Naderializadeh N, Kao DTH, Avestimehr AS. How to utilize caching to improve spectral efficiency in device-to-device wireless networks. In: 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014. 2014. p. 415–22.
Naderializadeh, N., et al. “How to utilize caching to improve spectral efficiency in device-to-device wireless networks.” 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014, 2014, pp. 415–22. Scopus, doi:10.1109/ALLERTON.2014.7028485.
Naderializadeh N, Kao DTH, Avestimehr AS. How to utilize caching to improve spectral efficiency in device-to-device wireless networks. 2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014. 2014. p. 415–422.

Published In

2014 52nd Annual Allerton Conference on Communication Control and Computing Allerton 2014

DOI

Publication Date

January 30, 2014

Start / End Page

415 / 422