Florida Polytechnic University

About: Florida Polytechnic University is a education organization based out in Lakeland, Florida, United States. It is known for research contribution in the topics: Computer science & Catalysis. The organization has 302 authors who have published 538 publications receiving 6549 citations. The organization is also known as: Florida Poly.

Hardware Architectures for the Generalized Finite Automata Algorithm

Abstract: A novel video coding scheme has been proposed previously to address the increasing demands on bitrate improvements. This scheme relies on the generalized finite automata (GFA) representation to encode a video sequence. However, the computational workload of the scheme may overwhelm software implementations to the point of hampering the throughput required by the target video applications. This paper presents an algorithmic analysis of GFA as a starting point for applying a mapping methodology in order to explore possible array architectures suitable for its acceleration. The performance of potential candidate architectures are evaluated on a set of appropriate performance parameters. The result of this evaluation shows that a two-dimensional systolic array with two different types of processors is the best promising architecture for GFA acceleration.

A Survey on Blockchain Security

Abstract: The blockchain is a revolutionary concept whose premise has been adopted by numerous industries. Applications of the blockchain have single handily driven an age of innovations. There has been a rapid race to use the blockchain to replace old centralized institutions and measures thereby greatly reducing the inefficiency. In this paper, we will survey some unique blockchain implementation measures to update and innovate inefficient sectors in different industries. We also review the security implementations inherent to blockchain along with upgrades done by specific researchers. The blockchain, while it does improve security is not attack proof. We will then discuss attack vectors that apply specifically to the blockchain.

Predictive modeling of COVID-19 New Confirmed Cases in Algeria using Artificial Neural Network

Abstract: This study investigates the potential of a simple artificial neural network for the prediction of COVID-19 New Confirmed Cases in Algeria (CNCC). Four different ANN models were built (GRNN, RBFNN, ELM, and MLP). The performance of the predictive models is evaluated based on four numerical parameters, namely root mean squared error (RMSE), mean absolute error (MAE), Nash-Sutcliffe efficiency (NSE), and Pearson correlation coefficient (R). Taylor diagram was also used to examine the similarities and differences between the observed and predicted values obtained from the proposed models. The results showed the potential of the multi-layer perceptron neural network (MLPNN) which exhibited a high level of accuracy in comparison to the other models.

Advancement in Orthopedics Through an Accessible Wearable Device

Abstract: Wearable technology holds great potential in transforming healthcare. This technology already has applications in medical education and in enhanced accessibility in healthcare. Wearable technology allows medical professionals to access data more efficiently while monitoring patient behavior, thus improving patient care as a whole. The implementation of wearable technology will increase the accuracy of the diagnostic process and decrease cases of medical malpractice, due to improved accuracy. Proposed is a wearable device concept, utilizing wrist-band technology to assist in the development and maintenance of orthopedic health, while avoiding other ailments through enhanced training.

A Robotic Control System Using Robot Operating System and MATLAB for Sensor Fusion and Human-Robot Interaction

Abstract: Human-robot interaction is a key aspect in the area of robotics. In this paper, the implementation of a sensor fusion based robotic control system architecture using Robot Operating System (ROS) and MATLAB is presented. Also, a few test cases under different scenarios is also highlighted for a robot navigation task and using the proposed architecture. The robotic system architecture was previously proposed and the work in this paper focuses on the implementation aspect of this architecture. This paper is a work in progress and more sensors and modules will continue to be interfaced and implemented as the research progresses.