Rethinking Reliability Using Network Coding: a Practical 5G Evaluation

This work presents the design and implementation of a real-time network coding system integrated into the IP layer of a 5G testbed, offering an alternative to conventional retransmission-based reliability mechanisms such as ARQ and HARQ. Using a netfilter-based packet interception framework, we inject forward erasure correction using Random Linear Network Coding (RLNC) into live traffic between a gNB and UE over a 3GPP RF link. We evaluate a block coding scheme, analyzing its impact on throughput, jitter, and resource usage. Results show that with appropriate code rate selection, RLNC can fully recover from packet losses using fewer transmissions than ARQ/HARQ and maintain a high throughput, particularly under moderate-to-high packet loss rates. These findings demonstrate that network coding can effectively replace retransmission-based reliability in future wireless systems, with the potential for more efficient resource utilization.

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Publication Details

Published
2025-09-15
DOI
https://doi.org/10.1109/lcn65610.2025.11146298
Primary Topic
Cooperative Communication and Network Coding
Type
article
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article

Rethinking Reliability Using Network Coding: a Practical 5G Evaluation

Vipindev Adat Vasudevan, Laura Landon, Junmo Sung, Muriel Médard
Cooperative Communication and Network Coding
article

Rethinking Reliability Using Network Coding: a Practical 5G Evaluation

Vipindev Adat Vasudevan, Laura Landon, Junmo Sung, Muriel Médard
article en

Abstract

This work presents the design and implementation of a real-time network coding system integrated into the IP layer of a 5G testbed, offering an alternative to conventional retransmission-based reliability mechanisms such as ARQ and HARQ. Using a netfilter-based packet interception framework, we inject forward erasure correction using Random Linear Network Coding (RLNC) into live traffic between a gNB and UE over a 3GPP RF link. We evaluate a block coding scheme, analyzing its impact on throughput, jitter, and resource usage. Results show that with appropriate code rate selection, RLNC can fully recover from packet losses using fewer transmissions than ARQ/HARQ and maintain a high throughput, particularly under moderate-to-high packet loss rates. These findings demonstrate that network coding can effectively replace retransmission-based reliability in future wireless systems, with the potential for more efficient resource utilization.

Massachusetts Institute of Technology (US)
Openalex Percentile: Top 72%
Cooperative Communication and Network Coding
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