Minimizing Task Offloading Delay in NOMA-MEC Wireless Systems

This paper investigates a non-orthogonal multiple access (NOMA) based mobile edge computing (MEC) system with multiple users. We aim to optimize the offloading delay of multiple users subject to transmit power and offloading data rate constraints in NOMA enabled MEC system. We first converted the no...

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Vydáno v:	2022 4th Global Power, Energy and Communication Conference (GPECOM) s. 632 - 637
Hlavní autoři:	Irum, Tayyaba, Usman Ejaz, Muhammad, Elkashlan, Maged
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 14.06.2022
Témata:	Approximation algorithms Delays Minimization Mobile edge computing (MEC) Multi-access edge computing NOMA non-orthogonal multiple access (NOMA) offloading time orthogonal multiple access (OMA) Search problems Wireless communication
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Popis
Shrnutí:	This paper investigates a non-orthogonal multiple access (NOMA) based mobile edge computing (MEC) system with multiple users. We aim to optimize the offloading delay of multiple users subject to transmit power and offloading data rate constraints in NOMA enabled MEC system. We first converted the non-convex formulated minimization problem into a convex domain by proposing the convex approximation method and then the low complexity binary search algorithm is proposed to find the global optimal solution. Simulations are performed, showing that the proposed NOMA scheme outperforms the orthogonal multiple access (OMA) access in terms of time taken by task offloading. Motivated by the better performance of NOMA over OMA, the proposed NOMA scheme can be recommended for the future wireless communication system with massive connectivity and intensive computational demand.
DOI:	10.1109/GPECOM55404.2022.9815652