Jorge Medina

Dr. Jorge Medina

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 September 2020 in IEEE Open Journal of the Computer Society
Verified
Journal Article
Open access
DSDenisolt Shakhbulatov
Denisolt Shakhbulatov
JMJorge Medina
Jorge Medina
ZDZiqian (Cecilia) Dong
Ziqian (Cecilia) Dong
Roberto Rojas-CessaRoberto Rojas-Cessa
Roberto Rojas-Cessa
Supply chains are challenged with providing transparency and trust among participants and stakeholders and ensuring an efficient operation. However, some of these challenges are difficult to resolve because the records of a supply chain can be altered by its participants. The emergence of blockchain technology has been identified as a promising solution to resolve these challenges. Blockchain is an immutable distributed ledger. Here, we introduce blockchain and survey different blockchain frameworks that have been recently proposed to address some of the supply chain challenges. We describe the operation of these blockchain frameworks and their components. We identify the objectives and motivation in each of the surveyed use cases and highlight the advantages and disadvantages of each adopted framework by different industries. We analyze how the reported blockchain frameworks address supply chain challenges. We present a comparative summary of existing literature on blockchain for supply chain. We also summarize the properties of a blockchain framework for its successful adoption in future supply chains and discuss several challenges and opportunities that remain for future research.

16 February 2022 in IEEE Internet of Things Journal
Verified
Journal Article
Closed access
KSKun Shen
Kun Shen
RSRutuja Shivgan
Rutuja Shivgan
JMJorge Medina
Jorge Medina
ZDZiqian (Cecilia) Dong
Ziqian (Cecilia) Dong
Roberto Rojas-CessaRoberto Rojas-Cessa
Roberto Rojas-Cessa
Intersections of flight paths in multidrone missions are indications of a high likelihood of in-flight drone collisions. This likelihood can be proactively minimized during path planning. This article proposes two offline collision-avoidance multidrone path-planning algorithms: 1) DETACH and 2) STEER. Large drone tasks can be divided into smaller ones and carried out by multiple drones. Each drone follows a planned flight path that is optimized to efficiently perform the task. The path planning of the set of drones can then be optimized to complete the task in a short time, with minimum energy expenditure, or with maximum waypoint coverage. Here, we focus on maximizing waypoint coverage. Different from existing schemes, our proposed offline path-planning algorithms detect and remove possible in-flight collisions. They are based on a constrained nearest-neighbor search algorithm that aims to cover a large number of waypoints per flight path. DETACH and STEER perform vector intersection check for flight path analysis, but each at different stages of path planning. We evaluate the waypoint coverage of the proposed algorithms through a novel profit model and compare their performance on a work area with different waypoint densities. Our results show that STEER covers 40% more waypoints and generates 20% more profit than DETACH in high-density waypoint scenarios.

14 September 2024 in Blockchains
Verified
Journal Article
Open access
PDF file
MVMaria-Victoria Vladucu
Maria-Victoria Vladucu
HWHailun Wu
Hailun Wu
JMJorge Medina
Jorge Medina
KSKhondaker Salehin
Khondaker Salehin
ZDZiqian (Cecilia) Dong
Ziqian (Cecilia) Dong
Roberto Rojas-CessaRoberto Rojas-Cessa
Roberto Rojas-Cessa
Blockchain has emerged as a solution for ensuring accurate and truthful environmental variable monitoring needed for the management of pollutants and natural resources. The immutability property of blockchain helps protect the measured data on pollution and natural resources to enable truthful reporting and effective management and control of polluting agents. However, specifics on what to measure, how to use blockchain, and highlighting which blockchain frameworks have been adopted need to be explored to fill the research gaps. Therefore, we review existing works on the use of blockchain for monitoring and managing environmental variables in this paper. Specifically, we examine existing blockchain applications on greenhouse gas emissions, solid and plastic waste, food waste, food security, water usage, and the circular economy and identify what motivates the adoption of blockchain, features sought, used blockchain frameworks and consensus algorithms, and the adopted supporting technologies to complement data sensing and reporting. We conclude the review by identifying practical works that provide implementation details for rapid adoption and remaining challenges that merit future research.

30 June 2021 in IEEE Open Journal of Engineering in Medicine and Biology
Verified
Journal Article
Open access
JMJorge Medina
Jorge Medina
Roberto Rojas-CessaRoberto Rojas-Cessa
Roberto Rojas-Cessa
VUVatcharapan Umpaichitra
Vatcharapan Umpaichitra
Because a fast vaccination rollout against coronavirus disease 2019 (COVID-19) is critical to restore daily life and avoid virus mutations, it is tempting to have a relaxed vaccination-administration management system. However, a robust management system can support the enforcement of preventive measures, and in turn, reduce incidence and deaths. Here, we model a trustable and reliable management system based on blockchain for vaccine distribution by extending the Susceptible-Exposed-Infected-Recovery (SEIR) model. The model includes prevention measures such as mask-wearing, social distance, vaccination rate, and vaccination efficiency. It also considers negative social behavior, such as violations of social distance and attempts of using illegitimate vaccination proofs. By evaluating the model, we show that the proposed system can reduce up to 2.5 million cases and half a million deaths in the most demanding scenarios.

30 May 2023 in Computers in Biology and Medicine
Verified
Journal Article
Closed access
JMJorge Medina
Jorge Medina
Roberto Rojas-CessaRoberto Rojas-Cessa
Roberto Rojas-Cessa
ZDZiqian (Cecilia) Dong
Ziqian (Cecilia) Dong
VUVatcharapan Umpaichitra
Vatcharapan Umpaichitra