학술논문

Dynamic Subcarrier Allocation with Strict Service Rate Control for Cross-Layer Utility Maximization in SC-FDMA System
Document Type
Conference
Source
2022 21st International Symposium on Communications and Information Technologies (ISCIT) Communications and Information Technologies (ISCIT), 2022 21st International Symposium on. :12-18 Sep, 2022
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Cross layer design
Spectral efficiency
Heuristic algorithms
Quality of service
Approximation algorithms
Linear programming
Frequency conversion
single carrier frequency division multiple access (SC-FDMA)
dynamic subcarrier allocation (DSA)
quality of service (QoS)
cross-layer optimization
strict service rate constraint (SSRC) algorithm
Language
ISSN
2643-6175
Abstract
A Dynamic Sub carrier Allocation with Strict Service Rate Control algorithm is proposed for single carrier frequency division multiple access (SC-FDMA) system. Aiming at eliminating the service rate waste and improving the spectral efficiency in heterogeneous traffic environment, the strict service rate constraint (SSRC) algorithms is designed by directly introducing the service rate constraint into the objective functions. Furthermore, a first in first out (FIFO) queuing model is found on the cross-layer pattern with finite space. By taking the strict service rate constraint as the necessary condition for optimality, the SSRC algorithm achieved approximate average delay and loss probability performance as max-delay-utility (MDU) algorithm, significantly outperformed the traditional algorithms such as the proportional fair (PF) algorithm and the modified largest weighted delay first (MI-LWDF) algorithm with much lower service rate waste probability. Thus, the SSRC algorithm effectively eliminated the service rate waste without the scheduling performance loss.