Dynamic Offloading Algorithm for Drone Computation

被引：2
|
作者：
Kim, Bongjae [1 ]
Min, Hong [2 ]
Heo, Junyoung [3 ]
Jung, Jinman [4 ]
机构：
[1] SunMoon Univ, Dept Comp Sci & Engn, Asan, South Korea
[2] Hoseo Univ, Sch Comp & Informat Engn, Asan, South Korea
[3] Hansung Univ, Dept Appl IT Engn, Seoul, South Korea
[4] Hannam Univ, Dept Informat & Commun Engn, Daejeon, South Korea
来源：
2016 RESEARCH IN ADAPTIVE AND CONVERGENT SYSTEMS | 2016年
基金：
新加坡国家研究基金会;
关键词：
Drone; Offloading; Surveillance;
D O I：
10.1145/2987386.2987437
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose a mobility-aware offloading decision method for tracking moving object on drone. It aims to shorten response time because the time constraint is a crucial criteria for offloading decision making for tasks involved in moving object recognition and tracking. Through the dwell time model of target moving object, we investigate the impact of target mobility and derive a dynamic offloading decision method considering the expected dwell time. Our proposed model is also designed to give feedback on the network failure rate so that it can estimate accurately the response time.
引用
收藏
页码：123 / 124
页数：2
相关论文
共 50 条
  • [31] Fine-grain Computation Offloading Considering Application Components' Sequencing
    Roostaei, Razie
    Sheikhi, Marzieh
    Movahedi, Zeinab
    2021 26TH INTERNATIONAL COMPUTER CONFERENCE, COMPUTER SOCIETY OF IRAN (CSICC), 2021,
  • [32] PA-Offload: Performability-Aware Adaptive Fog Offloading for Drone Image Processing
    Machida, Fumio
    Andrade, Ermeson
    5TH IEEE INTERNATIONAL CONFERENCE ON FOG AND EDGE COMPUTING (ICFEC 2021), 2021, : 66 - 73
  • [33] DynNetSLAM: Dynamic Visual SLAM Network Offloading
    Sossalla, Peter
    Hofer, Johannes
    Rischke, Justus
    Vielhaus, Christian
    Nguyen, Giang T.
    Reisslein, Martin
    Fitzek, Frank H. P.
    IEEE ACCESS, 2022, 10 : 116014 - 116030
  • [34] Legitimate Surveillance of Suspicious Computation Offloading in Mobile Edge Computing Networks
    Xu, Ding
    Zhu, Hongbo
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (04) : 2648 - 2662
  • [35] Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach
    AbdulRahman, Sawsan
    Bouachir, Ouns
    Otoum, Safa
    Mourad, Azzam
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 106 - 111
  • [36] OpenMP Dynamic Device Offloading in Heterogeneous Platforms
    Alvarez, Angel
    Ugarte, Inigo
    Fernandez, Victor
    Sanchez, Pablo
    OPENMP: CONQUERING THE FULL HARDWARE SPECTRUM, IWOMP 2019, 2019, 11718 : 109 - 122
  • [37] Resource Allocation and Computation Offloading for Wireless Powered Mobile Edge Computing
    Chen, Jun
    Chang, Zheng
    Guo, Wenlong
    Guo, Xijuan
    SENSORS, 2022, 22 (16)
  • [38] Fuzzy logic-based computation offloading technique in fog computing
    Soni, Dinesh
    Kumar, Neetesh
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2024, 36 (20)
  • [39] Small Cell Offloading Algorithm Based on the Social Context
    Cheon, Hye-Rim
    Lee, Seung-Que
    Kim, Jae-Hyun
    2016 EIGHTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN), 2016, : 10 - 12
  • [40] A New Data Offloading Algorithm by Considering Interactive Preferences
    Hatami, Amir Mohammad
    Mirmohseni, Mahtab
    Ashtiani, Farid
    2016 IEEE 27TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2016, : 1883 - 1888
12345