Enhanced User Fairness and Performance for eMBB-URLLC Uplink Traffic With Rate- Splitting Based Super-Positioning

电信线路 计算机科学 数学优化 最优化问题 解码方法 块错误率 启发式 算法 数学 计算机网络
作者
Mayur Katwe,Keshav Singh,Chih–Peng Li,Shankar Prakriya,Bruno Clerckx,George K. Karagiannidis
出处
期刊:IEEE Transactions on Wireless Communications [Institute of Electrical and Electronics Engineers]
卷期号:23 (9): 12513-12530 被引量:5
标识
DOI:10.1109/twc.2024.3392929
摘要

This paper investigates an unconventional superposition scheme, i.e., rate-splitting multiple access (RSMA) to maximize the overall user fairness and high system performance gain for ultra-reliable low-latency communication (URLLC), enhanced mobile-broadband (eMBB) traffic coexistence in uplink scenarios. In particular, we focus on maximizing the worst-case performance of uplink eMBB and URLLC users when multiplexed in a given resource block using an effective rate-splitting approach among multiple sub-messages. Subsequently, a multi-objective optimization problem (MOOP) is formulated to jointly maximize the worst-case rate and minimize the worst-case packet-error probability (PEP) for eMBB and URLLC users, respectively, using effective power splitting and successive interference cancellation (SIC) decoding of the sub-messages. To solve the non-convexity of the formulated MOOP, we adopt a priori articulation scheme combined with the weighted product approach to transforming the MOOP into a single objective optimization problem (SOOP) and later, solve it using a low complex differential evolution (DE)-based meta-heuristic algorithm. We derive an optimal decoding strategy for sub-messages to ensure better user fairness among eMBB-URLLC traffic. Numerical simulations demonstrate the superiority of the considered RSMA-based superposition for hybrid eMBB-URLLC traffic over conventional slicing and superposition techniques. Moreover, the adopted weighted product method-based DE algorithm outperforms the state-of-art solutions.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
武玉坤完成签到,获得积分10
刚刚
Ava应助lzy采纳,获得10
刚刚
研友_nqrKQZ完成签到,获得积分10
1秒前
666完成签到,获得积分10
1秒前
2秒前
2秒前
freshman发布了新的文献求助20
2秒前
2秒前
2秒前
2秒前
2秒前
852应助你嵙这个期刊没买采纳,获得10
2秒前
Zzzz_cl完成签到 ,获得积分10
3秒前
3秒前
3秒前
Ava应助你嵙这个期刊没买采纳,获得10
3秒前
3秒前
小鱼发布了新的文献求助10
3秒前
4秒前
小二郎应助憨憨采纳,获得10
4秒前
5秒前
5秒前
ikin发布了新的文献求助10
5秒前
蓝天应助余歌采纳,获得10
5秒前
英姑应助李钢采纳,获得10
6秒前
CipherSage应助Cyril采纳,获得10
6秒前
杜康完成签到,获得积分10
6秒前
6秒前
香蕉觅云应助freshman采纳,获得10
7秒前
Minamo006关注了科研通微信公众号
8秒前
温柔丹萱完成签到,获得积分10
8秒前
ss发布了新的文献求助10
10秒前
11秒前
研友_nqrKQZ发布了新的文献求助10
11秒前
领导范儿应助露西亚采纳,获得30
12秒前
hh会辉煌发布了新的文献求助10
12秒前
chenhui完成签到,获得积分10
12秒前
13秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Emmy Noether's Wonderful Theorem 1200
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
基于非线性光纤环形镜的全保偏锁模激光器研究-上海科技大学 800
Signals, Systems, and Signal Processing 610
Research Methods for Business: A Skill Building Approach, 9th Edition 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6412165
求助须知:如何正确求助?哪些是违规求助? 8231277
关于积分的说明 17469708
捐赠科研通 5464964
什么是DOI,文献DOI怎么找? 2887490
邀请新用户注册赠送积分活动 1864253
关于科研通互助平台的介绍 1702915