Araştırma Makalesi

Leveraging Connectivity for Coverage in Drone Networks for Target Detection

Cilt: 7 Sayı: 3 30 Temmuz 2019
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Leveraging Connectivity for Coverage in Drone Networks for Target Detection

Öz

Target or event detection is one of the main applications
of drone networks. Several cooperative search algorithms
have been proposed for teams of unmanned aerial
vehicles (UAVs), where the goal is to minimize search time or
maximize detection probability. In these works, connectivity often
is considered a constraint in enabling cooperation. In this paper,
we approach the target detection problem in drone networks
from both detection and connectivity viewpoints. Our goal is not
only to find a stationary target but also to inform the ground
personnel (e.g., a rescue team) about the status of the target over
a multi-hop communication chain. We analyze the performance
of our coverage-based and connectivity-based path planning
algorithms in terms of probability and time of detection as well as
notification. We show that there is a trade-off between coverage
and connectivity and with limited number of drones both aspects
need to be considered for successful mission completion.

Anahtar Kelimeler

Kaynakça

  1. [1] D. Cole, A. Goktogan, P. Thompson, and S. Sukkarieh, “Mapping and tracking,” IEEE Robotics Automation Magazine, vol. 16, no. 2, pp. 22–34, June 2009.
  2. [2] S. Hayat, E. Yanmaz, and R. Muzaffar, “Survey on unmanned aerial vehicle networks for civil applications: A communications viewpoint,”IEEE Communications Surveys Tutorials, vol. 18, no. 4, pp. 2624–2661, Fourthquarter 2016.
  3. [3] M. Erdelj, E. Natalizio, K. R. Chowdhury, and I. F. Akyildiz, “Help from the sky: Leveraging UAVs for disaster management,” IEEE PervasiveComputing, vol. 16, no. 1, pp. 24–32, Jan 2017.
  4. [4] A. Khan, E. Yanmaz, and B. Rinner, “Information Exchange and Decision Making in Micro Aerial Vehicle Networks for CooperativeSearch,” IEEE Transactions on Control of Network Systems, vol. 2, no. 4, pp. 335–347, 2015.
  5. [5] E. Yanmaz, “Connectivity versus area coverage in unmanned aerial vehicle networks,” in Proc. IEEE Int. Conf. on Communications (ICC), 2012.
  6. [6] S. Hayat, E. Yanmaz, T. Brown, and C. Bettstetter, “Multi-objective uav path planning for search and rescue,” in Proc. Intl. Conf. Robotics andAutomation, ser. ICRA ’17, 2017.
  7. [7] E. Yanmaz and H. Guclu, “Stationary and mobile target detection using mobile wireless sensor networks,” in Proc. IEEE Conf. on ComputerCommunications (INFOCOM), Mar. 2010, pp. 1 –5.
  8. [8] I. Bekmezci, O. K. Sahingoz, and C. Temel, “Flying Ad-Hoc Networks (FANETs): A Survey,” Ad Hoc Networks, vol. 11, no. 3, pp. 1254–1270, May. 2013.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Elektrik Mühendisliği

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Temmuz 2019

Gönderilme Tarihi

27 Aralık 2018

Kabul Tarihi

11 Haziran 2019

Yayımlandığı Sayı

Yıl 2019 Cilt: 7 Sayı: 3

Kaynak Göster

APA
Yanmaz Adam, E. (2019). Leveraging Connectivity for Coverage in Drone Networks for Target Detection. Balkan Journal of Electrical and Computer Engineering, 7(3), 218-225. https://doi.org/10.17694/bajece.503818
AMA
1.Yanmaz Adam E. Leveraging Connectivity for Coverage in Drone Networks for Target Detection. Balkan Journal of Electrical and Computer Engineering. 2019;7(3):218-225. doi:10.17694/bajece.503818
Chicago
Yanmaz Adam, Evsen. 2019. “Leveraging Connectivity for Coverage in Drone Networks for Target Detection”. Balkan Journal of Electrical and Computer Engineering 7 (3): 218-25. https://doi.org/10.17694/bajece.503818.
EndNote
Yanmaz Adam E (01 Temmuz 2019) Leveraging Connectivity for Coverage in Drone Networks for Target Detection. Balkan Journal of Electrical and Computer Engineering 7 3 218–225.
IEEE
[1]E. Yanmaz Adam, “Leveraging Connectivity for Coverage in Drone Networks for Target Detection”, Balkan Journal of Electrical and Computer Engineering, c. 7, sy 3, ss. 218–225, Tem. 2019, doi: 10.17694/bajece.503818.
ISNAD
Yanmaz Adam, Evsen. “Leveraging Connectivity for Coverage in Drone Networks for Target Detection”. Balkan Journal of Electrical and Computer Engineering 7/3 (01 Temmuz 2019): 218-225. https://doi.org/10.17694/bajece.503818.
JAMA
1.Yanmaz Adam E. Leveraging Connectivity for Coverage in Drone Networks for Target Detection. Balkan Journal of Electrical and Computer Engineering. 2019;7:218–225.
MLA
Yanmaz Adam, Evsen. “Leveraging Connectivity for Coverage in Drone Networks for Target Detection”. Balkan Journal of Electrical and Computer Engineering, c. 7, sy 3, Temmuz 2019, ss. 218-25, doi:10.17694/bajece.503818.
Vancouver
1.Evsen Yanmaz Adam. Leveraging Connectivity for Coverage in Drone Networks for Target Detection. Balkan Journal of Electrical and Computer Engineering. 01 Temmuz 2019;7(3):218-25. doi:10.17694/bajece.503818

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