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Author:

Shen, Xianhao (Shen, Xianhao.) | Chang, Zhaozhan (Chang, Zhaozhan.) | Niu, Shaohua (Niu, Shaohua.)

Indexed by:

EI Scopus SCIE

Abstract:

Due to the limited computing capacity of onboard devices, they can no longer meet a large number of computing requirements. Therefore, mobile edge computing (MEC) provides more computing and storage capabilities for vehicles. Inspired by a large number of roadside parking vehicles, this paper takes the roadside parking vehicles with idle computing resources as the task offloading platform and proposes a mobile edge computing task offloading strategy based on roadside parking cooperation. The resource sharing and mutual utilization among roadside vehicles, roadside units (RSU), and cloud servers (cloud servers) were established, and the collaborative offloading problem of computing tasks was transformed into a constraint problem. The hybrid genetic algorithm (HHGA) with a mountain-climbing operator was used to solve the multi-constraint problem, to reduce the delay and energy consumption of computing tasks. The simulation results show that when the number of tasks is 25, the delay and energy consumption of the HHGA algorithm is improved by 24.1% and 11.9%, respectively, compared with Tradition. When the task size is 1.0 MB, the HHGA algorithm reduces the system overhead by 7.9% compared with Tradition. Therefore, the proposed scheme can effectively reduce the total system cost during task offloading.

Keyword:

task collaborative offloading genetic algorithm roadside parking mountain climbing algorithm moving edge calculation Internet of vehicles

Author Community:

  • [ 1 ] [Shen, Xianhao]Guilin Univ Technol, Guangxi Key Lab Embedded Technol & Intelligent In, Guilin 541006, Peoples R China
  • [ 2 ] [Chang, Zhaozhan]Guilin Univ Technol, Guangxi Key Lab Embedded Technol & Intelligent In, Guilin 541006, Peoples R China
  • [ 3 ] [Shen, Xianhao]Beijing Univ Technol, Sch Mech & Elect Engn, Beijing 100081, Peoples R China
  • [ 4 ] [Niu, Shaohua]Beijing Univ Technol, Sch Mech & Elect Engn, Beijing 100081, Peoples R China

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Source :

SENSORS

Year: 2022

Issue: 13

Volume: 22

3 . 9

JCR@2022

3 . 9 0 0

JCR@2022

ESI Discipline: CHEMISTRY;

ESI HC Threshold:53

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 14

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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