Channel Aware Greedy Algorithm for MISO Cache-Aided Communication

Itsik Bergel; Soheil Mohajer

doi:10.1109/SPAWC51304.2022.9834007

Channel Aware Greedy Algorithm for MISO Cache-Aided Communication

Itsik Bergel, Soheil Mohajer

Bar-Ilan University - The Alexander Kofkin Faculty of Engineering

University of Minnesota Twin Cities

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

We present novel schemes for cache-aided communication over networks with a multi-antenna base station (BS) that serves multiple single-antenna users. The schemes are based on a greedy scheduling [1], which simultaneously transmits coded messages to disjoint groups of users. The proposed algorithms use the channel state information to opportunistically choose the groups to be served together and to allocate power to each coded message in order to minimize the overall communication delay. Numerical study shows that the new schemes outperform the previously known schemes.

Original language	English
Title of host publication	2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665494557
DOIs	https://doi.org/10.1109/SPAWC51304.2022.9834007
State	Published - 2022
Event	23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022 - Oulu, Finland Duration: 4 Jul 2022 → 6 Jul 2022

Publication series

Name	IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
Volume	2022-July

Conference

Conference	23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022
Country/Territory	Finland
City	Oulu
Period	4/07/22 → 6/07/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Funding

The work of S. Mohajer is supported in part by the National Science Foundation under Grants CCF-1749981.

Funders	Funder number
National Science Foundation	CCF-1749981

Keywords

Coded caching
MISO
Subpacketization level
greedy algorithm
heterogeneous network
load balancing

Access to Document

10.1109/SPAWC51304.2022.9834007

Cite this

Bergel, I., & Mohajer, S. (2022). Channel Aware Greedy Algorithm for MISO Cache-Aided Communication. In 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022 (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; Vol. 2022-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SPAWC51304.2022.9834007

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title = "Channel Aware Greedy Algorithm for MISO Cache-Aided Communication",

abstract = "We present novel schemes for cache-aided communication over networks with a multi-antenna base station (BS) that serves multiple single-antenna users. The schemes are based on a greedy scheduling [1], which simultaneously transmits coded messages to disjoint groups of users. The proposed algorithms use the channel state information to opportunistically choose the groups to be served together and to allocate power to each coded message in order to minimize the overall communication delay. Numerical study shows that the new schemes outperform the previously known schemes.",

keywords = "Coded caching, MISO, Subpacketization level, greedy algorithm, heterogeneous network, load balancing",

author = "Itsik Bergel and Soheil Mohajer",

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year = "2022",

doi = "10.1109/SPAWC51304.2022.9834007",

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Bergel, I & Mohajer, S 2022, Channel Aware Greedy Algorithm for MISO Cache-Aided Communication. in 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, vol. 2022-July, Institute of Electrical and Electronics Engineers Inc., 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022, Oulu, Finland, 4/07/22. https://doi.org/10.1109/SPAWC51304.2022.9834007

Channel Aware Greedy Algorithm for MISO Cache-Aided Communication. / Bergel, Itsik; Mohajer, Soheil.
2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; Vol. 2022-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - We present novel schemes for cache-aided communication over networks with a multi-antenna base station (BS) that serves multiple single-antenna users. The schemes are based on a greedy scheduling [1], which simultaneously transmits coded messages to disjoint groups of users. The proposed algorithms use the channel state information to opportunistically choose the groups to be served together and to allocate power to each coded message in order to minimize the overall communication delay. Numerical study shows that the new schemes outperform the previously known schemes.

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Bergel I, Mohajer S. Channel Aware Greedy Algorithm for MISO Cache-Aided Communication. In 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC). doi: 10.1109/SPAWC51304.2022.9834007

Channel Aware Greedy Algorithm for MISO Cache-Aided Communication

Abstract

Publication series

Conference

Bibliographical note

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Keywords

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