Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Dynamic Resource Assignment for Heterogeneous Services in 5G Downlink Under Imperfect CSI
Korrai, Praveenkumar; Lagunas, Eva; Shree Krishna Sharma et al.
2021IEEE 93rd Vehicular Technology Conference (VTC2021-Spring)
 

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Abstract :
[en] This paper addresses the radio access network (RAN) resource slicing problem in the context of the joint allocation of transmit powers and time-frequency resource blocks (RBs) in the 5G system consisting of ultra-reliable and low-latency communication (URLLC) and enhanced mobile broadband (eMBB) users. Specifically, we formulate a modulation and coding scheme (MCS) based optimization problem to maximize the sum goodput of eMBB users while satisfying URLLC and eMBB users' QoS requirements. The proposed scheme considers the impact of imperfect channel state information (CSI) and the active user's queue status for the dynamic assignment of radio resources to the heterogeneous users according to its demand. The resulting mixed-integer non-convex problem is first transformed into a tractable form by exploiting the probabilistic to non-probabilistic conversion, Big-M theory, and difference-of-convex (DC) programming. Later, the transformed problem is solved using the successive convex approximation (SCA) based iterative algorithm. Our simulation results illustrate the superiority of the proposed algorithm compared to the baseline methods in terms of eMBB rate, latency in delivering the URLLC packets, and total power consumption.
Disciplines :
Computer science
Electrical & electronics engineering
Author, co-author :
Korrai, Praveenkumar ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
Lagunas, Eva  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
Shree Krishna Sharma
Chatzinotas, Symeon  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
External co-authors :
no
Language :
English
Title :
Dynamic Resource Assignment for Heterogeneous Services in 5G Downlink Under Imperfect CSI
Publication date :
2021
Event name :
IEEE 93rd Vehicular Technology Conference (VTC2021-Spring)
Event date :
25-04-2021 to 28-04-2021
Audience :
International
Available on ORBilu :
since 05 January 2022

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