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Cache-Aided Interference Management in Wireless Cellular Networks

Publication ,  Journal Article
Naderializadeh, N; Maddah-Ali, MA; Salman Avestimehr, A
Published in: IEEE Transactions on Communications
May 1, 2019

We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot linear schemes. Our result indicates that the one-shot linear DoF per cell scales linearly with the total amount of cache available in the cell, i.e., the sum of the caches at the central base station and all the receivers within the cell, resembling a similar phenomenon previously observed for the case of fully connected wireless networks. To establish the result, we propose a decentralized and randomized cache placement and a delivery scheme, which, on one hand, utilizes the overlap of contents at the base station caches to zero-force part of their outgoing interference and, on the other hand, uses the receiver cache contents to create coded multicasting opportunities, so that the receivers can eliminate the remaining interference due to undesired packets. We also provide a converse argument, which shows that our achievable one-shot linear DoF per cell is within a constant additive gap of (1/3) and a multiplicative gap of 2 of its optimum.

Duke Scholars

Published In

IEEE Transactions on Communications

DOI

EISSN

1558-0857

ISSN

0090-6778

Publication Date

May 1, 2019

Volume

67

Issue

5

Start / End Page

3376 / 3387

Related Subject Headings

  • 4606 Distributed computing and systems software
  • 4009 Electronics, sensors and digital hardware
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0804 Data Format
 

Citation

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Naderializadeh, N., Maddah-Ali, M. A., & Salman Avestimehr, A. (2019). Cache-Aided Interference Management in Wireless Cellular Networks. IEEE Transactions on Communications, 67(5), 3376–3387. https://doi.org/10.1109/TCOMM.2019.2893669
Naderializadeh, N., M. A. Maddah-Ali, and A. Salman Avestimehr. “Cache-Aided Interference Management in Wireless Cellular Networks.” IEEE Transactions on Communications 67, no. 5 (May 1, 2019): 3376–87. https://doi.org/10.1109/TCOMM.2019.2893669.
Naderializadeh N, Maddah-Ali MA, Salman Avestimehr A. Cache-Aided Interference Management in Wireless Cellular Networks. IEEE Transactions on Communications. 2019 May 1;67(5):3376–87.
Naderializadeh, N., et al. “Cache-Aided Interference Management in Wireless Cellular Networks.” IEEE Transactions on Communications, vol. 67, no. 5, May 2019, pp. 3376–87. Scopus, doi:10.1109/TCOMM.2019.2893669.
Naderializadeh N, Maddah-Ali MA, Salman Avestimehr A. Cache-Aided Interference Management in Wireless Cellular Networks. IEEE Transactions on Communications. 2019 May 1;67(5):3376–3387.

Published In

IEEE Transactions on Communications

DOI

EISSN

1558-0857

ISSN

0090-6778

Publication Date

May 1, 2019

Volume

67

Issue

5

Start / End Page

3376 / 3387

Related Subject Headings

  • 4606 Distributed computing and systems software
  • 4009 Electronics, sensors and digital hardware
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0804 Data Format