Joint Optimization of Buffer Delay and HARQ for Video Communications
To improve the quality of experience (QoE) in video communications over lossy networks, this paper presents a transmission method that jointly optimizes buffer delay and Hybrid Automatic Repeat request (HARQ), referred to as BD-HARQ. This method operates on packet group of semantic video data and employs dynamic buffer delay combined with HARQ strategy for transmission. By defining the QoE based on metrics such as buffer delay, Forward Error Correction (FEC) redundancy, and data recovery rate, the proposed method derives its closed-form expression through rigorous mathematical modeling and analysis. The optimal transmission parameters, i.e., the buffer delay and the FEC redundancy, are then derived and implemented, guaranteeing the real-time performance, transmission efficiency, and data recovery rate of video communications. Experimental results demonstrate that the proposed method aligns well with its theoretical expectations, and that it can provide up to 13.7% higher QoE compared to existing methods and increase the tolerance for packet loss rate from 15%-22% to up to 31% while maintaining a high QoE. This method effectively enhances system performance and improves user experience in semantic communications.
Authors
- Tao Fu (ORCID: https://orcid.org/0000-0002-6356-1871)
- Xiaoyan Xie (ORCID: https://orcid.org/0000-0001-9728-457X)
- Peng Lei (ORCID: https://orcid.org/0000-0001-7422-0258)
- Jiankang Zhang (ORCID: https://orcid.org/0000-0001-5316-1711)
- Xiaoming Tao (ORCID: https://orcid.org/0000-0002-2406-0695)
- Baoping Cheng (ORCID: https://orcid.org/0009-0002-6162-3343)
Institutions
- China Mobile (China) (CN)
- Tsinghua University (CN)
Publication Details
- Published
- 2024-10-24
- DOI
- https://doi.org/10.1109/wcsp62071.2024.10826722
- Citations
- 1
- Primary Topic
- Video Coding and Compression Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.35