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On-Request Wireless Charging and Partial Computation Offloading In Multi-Access Edge Computing Systems
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DOI：10.1109/TWC.2021.3075920.png)
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摘要
En 中文
Wireless charging coupled with computation offloading in edge networks offers a promising solution for realizing power-hungry and computation intensive applications on user-devices. We consider a multi-access edge computing (MEC) system with collocated MEC server and base-station/access point (AP), each equipped with a massive MIMO antenna array, supporting multiple users requesting data computation and wireless charging. The goal is to minimize the energy consumption for computation offloading and maximize the received energy at the user from wireless charging. The proposed solution is a novel two-stage algorithm employing a nested descent algorithm, primal-dual subgradient and linear programming techniques to perform data partitioning and time allocation for computation offloading and design the optimal energy beamforming for wireless charging, all within MEC-AP transmit power and latency constraints. Algorithm results show that optimal energy beamforming significantly outperforms other schemes such as isotropic or directed charging without beam power allocation. Compared to binary offloading, data partition in partial offloading leads to lower energy consumption and more charging time, resulting in better wireless charging performance. The charged energy over an extended period of multiple time-slots both with and without computation offloading can be substantial. Wireless charging from MEC-AP thus offers a viable untethered approach for supplying energy to user-devices.
Keyword:
Inductive charging
Wireless communication
Massive MIMO
Antenna arrays
Edge computing
Wireless sensor networks
Wireless power transfer
Edge computing
wireless charging
energy efficient network
partial data offloading
optimization
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期刊
IF:
10.7
论文数:
1.3W
被引数:
5.3W
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