SOC-BASED BIOMEDICAL EMBEDDED SYSTEM DESIGN OF ARRHYTHMIA DETECTOR

2016 ◽  
Vol 78 (7-5) ◽  
Author(s):  
Kui Lin Kam ◽  
Tze Weng Ow ◽  
Wan Yong Chia ◽  
Rabia Bakhteri ◽  
Norhafizah Ramli ◽  
...  

Arrhythmia is an irregular heartbeat where the blood may not be delivered effectively throughout the body and cause sudden cardiac arrest (SCA). Immediate treatment is required to prevent SCA. However, most of the existing electrocardiogram (ECG) monitoring devices are bulky, cost expensive and lack arrhythmia detection and classification system. This paper proposes a front-end on-board graphical interface design of System-on-Chip (SoC) based arrhythmia detector which can be used as a first screening device for cardiac disease patient. The system consists of a knowledge-based arrhythmia classifier which is able to identify three types of arrhythmias which are ventricular fibrillation (VF), premature ventricular contractions (PVCs) and second-degree atrioventricular (AV) block. The system has been evaluated and benchmarked with ECG data from MIT-BIH arrhythmia database. The results show that its accuracy is up to 99.25% with a computation time of 6.385 seconds. It is highly portable and relatively inexpensive for installation in small clinics and home monitoring.  

2013 ◽  
Vol 419 ◽  
pp. 756-760
Author(s):  
Hsing Cheng Yu ◽  
Bo Yi Li ◽  
Szu Ju Li ◽  
Chin Tien Yang ◽  
Wei Chen

The active stokehold protective garments (ASPG) can remove body heat of ship stokehold operators working in confined and extremely hot environment via conductive heat exchange from circulating water-cooled fluid next to the skin through the body-temperature-monitoring method. Hence, portable microclimate water-cooled thermoregulation systems (MWCTS) for the ASPG have been developed by using programmable embedded system-on-chip (PSoC) in this paper. The ASPG have advantages of longer cooling periods, better temperature-controlled capability, and excellent thermal somatosensory comfort. Furthermore, they could allow users to adjust comfortable temperature and also maintain long-term constant temperature by monitoring human temperature in portable MWCTS. Additionally, optimal control algorithm may enhance system efficiency to reduce the power consumption and extend the operating time effectively; thus, the velocity and temperature closed-loop control systems have also been improved in the portable MWCTS for the ASPG. Consequently, several experiments have been implemented and explored the impact of the heat transfer rate and verified the feasibility of the MWCTS for ASPF.


2020 ◽  
Vol 477 (14) ◽  
pp. 2679-2696
Author(s):  
Riddhi Trivedi ◽  
Kalyani Barve

The intestinal microbial flora has risen to be one of the important etiological factors in the development of diseases like colorectal cancer, obesity, diabetes, inflammatory bowel disease, anxiety and Parkinson's. The emergence of the association between bacterial flora and lungs led to the discovery of the gut–lung axis. Dysbiosis of several species of colonic bacteria such as Firmicutes and Bacteroidetes and transfer of these bacteria from gut to lungs via lymphatic and systemic circulation are associated with several respiratory diseases such as lung cancer, asthma, tuberculosis, cystic fibrosis, etc. Current therapies for dysbiosis include use of probiotics, prebiotics and synbiotics to restore the balance between various species of beneficial bacteria. Various approaches like nanotechnology and microencapsulation have been explored to increase the permeability and viability of probiotics in the body. The need of the day is comprehensive study of mechanisms behind dysbiosis, translocation of microbiota from gut to lung through various channels and new technology for evaluating treatment to correct this dysbiosis which in turn can be used to manage various respiratory diseases. Microfluidics and organ on chip model are emerging technologies that can satisfy these needs. This review gives an overview of colonic commensals in lung pathology and novel systems that help in alleviating symptoms of lung diseases. We have also hypothesized new models to help in understanding bacterial pathways involved in the gut–lung axis as well as act as a futuristic approach in finding treatment of respiratory diseases caused by dysbiosis.


2018 ◽  
Vol 2 (47) ◽  
pp. 10-15
Author(s):  
Danuta Łoboda ◽  
Karolina Simionescu ◽  
Anna Szajerska-Kurasiewicz ◽  
Dorota Lasyk ◽  
Grzegorz Jarosiński ◽  
...  

Cardiac arrhythmias during sleep are reported in almost half of the population suffering from obstructive sleep apnea (OSA). The most common are bradyarrhythmias and atrial fibrillation whereas premature ventricular contractions and nonsustained ventricular tachycardia are less frequent. The risk of arrhythmia is proportional to the body mass index (BMI), number of respiratory events per hour of sleep described with apnea/hypopnea index (AHI) and the level of oxygen desaturation during these episodes. Continuous positive airway pressure (CPAP) treatment in OSA reduces the incidence of cardiac arrhythmias therefore reduce mortality and morbidity from cardiovascular disease.


2016 ◽  
Vol 78 (7-5) ◽  
Author(s):  
Muhammad Amin Hashim ◽  
Yuan Wen Hau ◽  
Rabia Baktheri

This paper studies two different Electrocardiography (ECG) preprocessing algorithms, namely Pan and Tompkins (PT) and Derivative Based (DB) algorithm, which is crucial of QRS complex detection in cardiovascular disease detection. Both algorithms are compared in terms of QRS detection accuracy and computation timing performance, with implementation on System-on-Chip (SoC) based embedded system that prototype on Altera DE2-115 Field Programmable Gate Array (FPGA) platform as embedded software. Both algorithms are tested with 30 minutes ECG data from each of 48 different patient records obtain from MIT-BIH arrhythmia database. Results show that PT algorithm achieve 98.15% accuracy with 56.33 seconds computation while DB algorithm achieve 96.74% with only 22.14 seconds processing time. Based on the study, an optimized PT algorithm with improvement on Moving Windows Integrator (MWI) has been proposed to accelerate its computation. Result shows that the proposed optimized Moving Windows Integrator algorithm achieves 9.5 times speed up than original MWI while retaining its QRS detection accuracy. 


2019 ◽  
Vol 3 (2) ◽  
pp. 224
Author(s):  
Suminto Suminto

The psychological principle of education can be understood as truth which is the basis or basis for thinking, both at the planning, implementation and evaluation stages of knowledge based on theories from psychology. Therefore, it becomes essential in understanding education, that education also has principles as a place and foothold that is upright, upright in material, upright in interaction, upright in innovation, or honest in its ideals. The type of research used is library research. The content analysis is used as an analysis method in this study. The results of this study can be concluded that: (1) The concept of psychological principles in Islamic education according to Hasan Langgulung is by emphasizing the theory of the learning process and the idea of human creation according to the Islamic view, which includes the nature of creation, essential human potential, cognitive and psychological growth and development and human spirit, so that it can be understood that human beings are creatures consisting of elements of Islamic and spiritual. (2) The implication of the concept of psychological principles in Islamic education is to view learning as a process in preparing the young generation so that they can act as the next generation, transferring knowledge and Islamic values ​​so that they are aligned with the purpose of the human being created, as well as in their daily behaviour. Therefore, in the process of education must pay attention to the development of the soul, as well as the growth of the body of students by referring to the basis, objectives, curriculum, material, and evaluation that carry human functions as abid and khalifatullah which are decorated with righteous deeds.


The need for miniaturization has been the driving force in chip manufacturing. The proliferation of IoT, robotics, consumer electronics and medical instruments pose unprecedented demands on the embedded system design. The area optimization can be achieved either by reducing the size of transistors or by optimizing (reducing) the circuit at the gate level. The first solution has attracted many researchers while the later has not been explored to its full potential. The aim is to design a System on Chip (SoC) to satisfy the dynamic requirements of disruptive technologies while occupying the lesser area. The design and testing of communication interfaces such as Serial Peripheral Interface (SPI), Inter-IC Communication (I2C), Universal Asynchronous Receiver and Transmitter (UART) are very crucial in the area optimization of microcontroller design. Since SPI being an important communication protocol, this work reports the preliminary research carried in the design and verification of it. In this work, Verilog is used for the design and verification of the SPI module. The results show that there is a drastic reduction in the number of Look-Up-Tables (LUTs) and slices required to build the circuit. We conclude that sophisticated optimization techniques of the circuit at the gate level has the potential to reduce the area by half.


Micromachines ◽  
2021 ◽  
Vol 12 (12) ◽  
pp. 1450
Author(s):  
Xiang Wang ◽  
Zhun Zhang ◽  
Qiang Hao ◽  
Dongdong Xu ◽  
Jiqing Wang ◽  
...  

The hardware security of embedded systems is raising more and more concerns in numerous safety-critical applications, such as in the automotive, aerospace, avionic, and railway systems. Embedded systems are gaining popularity in these safety-sensitive sectors with high performance, low power, and great reliability, which are ideal control platforms for executing instruction operation and data processing. However, modern embedded systems are still exposing many potential hardware vulnerabilities to malicious attacks, including software-level and hardware-level attacks; these can cause program execution failure and confidential data leakage. For this reason, this paper presents a novel embedded system by integrating a hardware-assisted security monitoring unit (SMU), for achieving a reinforced system-on-chip (SoC) on ensuring program execution and data processing security. This architecture design was implemented and evaluated on a Xilinx Virtex-5 FPGA development board. Based on the evaluation of the SMU hardware implementation in terms of performance overhead, security capability, and resource consumption, the experimental results indicate that the SMU does not lead to a significant speed degradation to processor while executing different benchmarks, and its average performance overhead reduces to 2.18% on typical 8-KB I/D-Caches. Security capability evaluation confirms the monitoring effectiveness of SMU against both instruction and data tampering attacks. Meanwhile, the SoC satisfies a good balance between high-security and resource overhead.


2016 ◽  
Vol 86 (2-3) ◽  
pp. 135-147 ◽  
Author(s):  
Wei Hu ◽  
Hong Guo ◽  
Hongna Geng ◽  
Kai Zhang ◽  
Jun Liu ◽  
...  

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