Joint multi-cell processing for downlink channels with limited-capacity backhaul

Shlomo Shamai, Osvaldo Simeone, Oren Somekh, H. Vincent Poor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Abstract

Multicell processing in the form of joint encoding for the downlink of a cellular system is studied under the realistic assumption that the base stations (BSs) are connected to a central unit via finite-capacity links (finite-capacity backhaul). Three scenarios are considered that present different trade-offs between global processing at the central unit and local processing at the base stations and different requirements in terms of codebook information (CI) at the BSs: 1) local encoding with CI limited to a subset of nearby BSs; 2) mixed local and central encoding with only local CI; 3) central encoding with oblivious cells (no CI). Three transmission stragegies are proposed that provide achievable rates for the considered scenarios. Performance is evaluated in asymptotic regimes of interest (high backhaul capacity and extreme signal-to-noise ratio, SNR) and further corroborated by numerical results. The major finding of this work is that central encoding with oblivious cells is a very attractive option for both ease of implementation and performance, unless the application of interest requires high data rate (i.e., high SNR) and the backhaul capacity is not allowed to increase with the SNR. In this latter cases, some form of CI at the BSs becomes necessary.

Original languageEnglish (US)
Title of host publication2008 Information Theory and Applications Workshop - Conference Proceedings, ITA
Pages345-349
Number of pages5
DOIs
StatePublished - Oct 6 2008
Event2008 Information Theory and Applications Workshop - ITA - San Diego, CA, United States
Duration: Jan 27 2008Feb 1 2008

Other

Other2008 Information Theory and Applications Workshop - ITA
CountryUnited States
CitySan Diego, CA
Period1/27/082/1/08

Fingerprint

Base stations
Processing
Signal to noise ratio

Cite this

Shamai, S., Simeone, O., Somekh, O., & Poor, H. V. (2008). Joint multi-cell processing for downlink channels with limited-capacity backhaul. In 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA (pp. 345-349). [4601071] https://doi.org/10.1109/ITA.2008.4601071
Shamai, Shlomo ; Simeone, Osvaldo ; Somekh, Oren ; Poor, H. Vincent. / Joint multi-cell processing for downlink channels with limited-capacity backhaul. 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA. 2008. pp. 345-349
@inproceedings{d180d1f9ee6b44f49edca953fa2fb28a,
title = "Joint multi-cell processing for downlink channels with limited-capacity backhaul",
abstract = "Multicell processing in the form of joint encoding for the downlink of a cellular system is studied under the realistic assumption that the base stations (BSs) are connected to a central unit via finite-capacity links (finite-capacity backhaul). Three scenarios are considered that present different trade-offs between global processing at the central unit and local processing at the base stations and different requirements in terms of codebook information (CI) at the BSs: 1) local encoding with CI limited to a subset of nearby BSs; 2) mixed local and central encoding with only local CI; 3) central encoding with oblivious cells (no CI). Three transmission stragegies are proposed that provide achievable rates for the considered scenarios. Performance is evaluated in asymptotic regimes of interest (high backhaul capacity and extreme signal-to-noise ratio, SNR) and further corroborated by numerical results. The major finding of this work is that central encoding with oblivious cells is a very attractive option for both ease of implementation and performance, unless the application of interest requires high data rate (i.e., high SNR) and the backhaul capacity is not allowed to increase with the SNR. In this latter cases, some form of CI at the BSs becomes necessary.",
author = "Shlomo Shamai and Osvaldo Simeone and Oren Somekh and Poor, {H. Vincent}",
year = "2008",
month = "10",
day = "6",
doi = "https://doi.org/10.1109/ITA.2008.4601071",
language = "English (US)",
isbn = "1424426707",
pages = "345--349",
booktitle = "2008 Information Theory and Applications Workshop - Conference Proceedings, ITA",

}

Shamai, S, Simeone, O, Somekh, O & Poor, HV 2008, Joint multi-cell processing for downlink channels with limited-capacity backhaul. in 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA., 4601071, pp. 345-349, 2008 Information Theory and Applications Workshop - ITA, San Diego, CA, United States, 1/27/08. https://doi.org/10.1109/ITA.2008.4601071

Joint multi-cell processing for downlink channels with limited-capacity backhaul. / Shamai, Shlomo; Simeone, Osvaldo; Somekh, Oren; Poor, H. Vincent.

2008 Information Theory and Applications Workshop - Conference Proceedings, ITA. 2008. p. 345-349 4601071.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Joint multi-cell processing for downlink channels with limited-capacity backhaul

AU - Shamai, Shlomo

AU - Simeone, Osvaldo

AU - Somekh, Oren

AU - Poor, H. Vincent

PY - 2008/10/6

Y1 - 2008/10/6

N2 - Multicell processing in the form of joint encoding for the downlink of a cellular system is studied under the realistic assumption that the base stations (BSs) are connected to a central unit via finite-capacity links (finite-capacity backhaul). Three scenarios are considered that present different trade-offs between global processing at the central unit and local processing at the base stations and different requirements in terms of codebook information (CI) at the BSs: 1) local encoding with CI limited to a subset of nearby BSs; 2) mixed local and central encoding with only local CI; 3) central encoding with oblivious cells (no CI). Three transmission stragegies are proposed that provide achievable rates for the considered scenarios. Performance is evaluated in asymptotic regimes of interest (high backhaul capacity and extreme signal-to-noise ratio, SNR) and further corroborated by numerical results. The major finding of this work is that central encoding with oblivious cells is a very attractive option for both ease of implementation and performance, unless the application of interest requires high data rate (i.e., high SNR) and the backhaul capacity is not allowed to increase with the SNR. In this latter cases, some form of CI at the BSs becomes necessary.

AB - Multicell processing in the form of joint encoding for the downlink of a cellular system is studied under the realistic assumption that the base stations (BSs) are connected to a central unit via finite-capacity links (finite-capacity backhaul). Three scenarios are considered that present different trade-offs between global processing at the central unit and local processing at the base stations and different requirements in terms of codebook information (CI) at the BSs: 1) local encoding with CI limited to a subset of nearby BSs; 2) mixed local and central encoding with only local CI; 3) central encoding with oblivious cells (no CI). Three transmission stragegies are proposed that provide achievable rates for the considered scenarios. Performance is evaluated in asymptotic regimes of interest (high backhaul capacity and extreme signal-to-noise ratio, SNR) and further corroborated by numerical results. The major finding of this work is that central encoding with oblivious cells is a very attractive option for both ease of implementation and performance, unless the application of interest requires high data rate (i.e., high SNR) and the backhaul capacity is not allowed to increase with the SNR. In this latter cases, some form of CI at the BSs becomes necessary.

UR - http://www.scopus.com/inward/record.url?scp=52949137902&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=52949137902&partnerID=8YFLogxK

U2 - https://doi.org/10.1109/ITA.2008.4601071

DO - https://doi.org/10.1109/ITA.2008.4601071

M3 - Conference contribution

SN - 1424426707

SN - 9781424426706

SP - 345

EP - 349

BT - 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA

ER -

Shamai S, Simeone O, Somekh O, Poor HV. Joint multi-cell processing for downlink channels with limited-capacity backhaul. In 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA. 2008. p. 345-349. 4601071 https://doi.org/10.1109/ITA.2008.4601071