RETRACTED ARTICLE: A Novel Multi-Drone Architecture with Cellular Communication for Disaster Management

Autor: Birasalapati Doraswamy, M. N. Giri Prasad, K. Lokesh Krishna
Rok vydání: 2021
Předmět:
Zdroj: Arabian Journal for Science and Engineering. 48:5691-5691
ISSN: 2191-4281
2193-567X
DOI: 10.1007/s13369-021-06085-6
Popis: Usually, the natural disaster has increased hazard rates such as distresses, injuries, and deaths of the living organism. So, recovering activities are digitalized by today’s modern technology called unmanned aerial vehicle (UAV). However, in some cases, the prediction and communication process of UAVs became insufficient. To overcome this problem, a novel Wolf-based Power Efficient Information Gathering System (WbPEIGS) was proposed in this article to sense disaster events with a high accuracy rate. Moreover, to enable better communication 5G model is adopted. Hence, the main motive of this research is to predict the traffic scenario like parades, gatherings, and stadiums because, in this traffic location, many people are often available at all times. Moreover, here UAVs with the use of sensing model were adopted to monitor the disaster tragedy. Consequently, the proposed model was implemented in a network simulator (NS2) platform. Initially, the UAVs parameters are activated; then types of crowd traffic places are predicted using the fixed distance threshold using the WbPEIGS model. Subsequently, the key metrics are validated with other existing schemes and have attained 99% disaster sensing accuracy and 98% better throughput.
Databáze: OpenAIRE
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