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A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access

delete2023-09-01
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OA
AI
V
Vaibhav Kumar *
M
Muhammad Fainan Hanif
M
Markku Juntti
L
Le‐Nam Tran
DOI:10.1109/TVT.2023.3263791delete
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Abstract

Abstract

En 中文
To mitigate the computational power gap between the network core and edges, mobile edge computing (MEC) is poised to play a fundamental role in future generations of wireless networks. In this correspondence, we consider a non-orthogonal multiple access (NOMA) transmission model to maximize the worst task to be offloaded among all users to the network edge server. A provably convergent and efficient algorithm is developed to solve the considered non-convex optimization problem for maximizing the minimum number of offloaded bits in a multi-user NOMA-MEC system. Compared to the approach of optimized orthogonal multiple access (OMA), for given MEC delay, power and energy limits, the NOMA-based system considerably outperforms its OMA-based counterpart in MEC settings. Numerical results demonstrate that the proposed algorithm for NOMA-based MEC is particularly useful for delay sensitive applications.
Keywords:
Non-orthogonal multiple access
mobile edge computing
task offloading
B5G
6G

Journal

IEEE Transactions on Vehicular Technology cover
IEEE Transactions on Vehicular Technology
IF:
7.1
Papers:
1.8W
Citations:
6.6W

Organization

U
University of Oulu
Scholars:
1.5W
Papers: 1.3W
Citations: 1.6W
U
university of punjab
Scholars:
6.2K
Papers: 5.0K
Citations: 7
U
university college dublin
Scholars:
2.6W
Papers: 2.2W
Citations: 22
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Cited Papers

Cited Papers

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Delay Minimization for NOMA-MEC Offloading
err2018-12-01
err156
errOAAI
errDing, Zhiguo; Ng, Derrick Wing Kwan; Schober, Robert; Poor, H. Vincent
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Joint Pilot and Payload Power Control for Uplink MIMO-NOMA With MRC-SIC Receivers
err2018-04-01
err31
errOAAI
errWei, Zhiqiang; Ng, Derrick Wing Kwan; Yuan, Jinhong
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Spectral- and Energy-Efficient Resource Allocation for Multi-Carrier Uplink NOMA Systems
err2019-09-01
err59
errOAAI
errZeng, Ming; Nam-Phong Nguyen; Dobre, Octavia A.; Ding, Zhiguo; Poor, H. Vincent
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err
IF0
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err0
PREAI
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Edge Computing Aware NOMA for 5G Networks
err2018-04-01
err273
errOAAI
errKiani, Abbas; Ansari, Nirwan
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