Sustainable and secure trajectories for the military Internet of Drones (IoD) through an efficient Medium Access Control (MAC) protocol. (March 2019)

• Record Type: Journal Article
• Authors: Choudhary, Gaurav; Sharma, Vishal; You, Ilsun
• Is Part Of: Computers & electrical engineering. Volume 74(2019)
• Page Start: 59
• Page End: 73
• Publication Date: 2019-03
• Subjects: Internet of Drones -- UAVs -- Trajectory -- Security -- MAC Protocol -- Deep neural networks -- Link durations; Computer engineering -- Periodicals; Electrical engineering -- Periodicals; Electrical engineering -- Data processing -- Periodicals; Ordinateurs -- Conception et construction -- Périodiques; Électrotechnique -- Périodiques; Électrotechnique -- Informatique -- Périodiques; Computer engineering; Electrical engineering; Electrical engineering -- Data processing; Periodicals; Electronic journals; 621.302854
• DOI: 10.1016/j.compeleceng.2019.01.007
• Languages: English
• ISSNs: 0045-7906

Abstract

Highlights: An efficient MAC model is proposed that supports effective timing generation and control over IoD. Sustainable and secure trajectories are generated by using deep neural networks. The proposed approach mitigates certain known attacks, such as coagulation attacks on UAVs. The proposed model dynamically computes the waypoints which eliminate any possibilities of collisions. Abstract: Internet of Drones (IoD) involves cooperation and policing amongst Unmanned Aerial Vehicles (UAVs) based on waypoints generated through a series of algorithms. The dynamic reconfigurability of conveyances in IoD demands a secure trajectory and channel accessibility which is procurable through an efficient Medium Access Control (MAC) protocol. The majority of existing works considers the security of UAV-trajectories as a part of cryptographic and channel accessibility only, whereas the proposed approach idealizes link stability as one of the essential components for attaining secure trajectories. Furthermore, this paper proposes a deep neural network-based security framework, which embeds an efficient MAC protocol controlled by Macaulay's duration. The proposed approach fortifies that an extensive control over links provides an adequate duration for enhancing the security aspects of IoD and launching countermeasures against any known cyber attacks.