MAMDANI-TYPE FUZZY CONTROLLER TO DETERMINE BLOOD PRESSURE LEVELS BY REFLECTION PPG
نویسندگان
چکیده
This document presents the design of a fuzzy control system applying photoplethysmography techniques to generate input data and Mamdani-type logic for its processing generation output values, through which blood pressure levels can be indicated based on parameters recommended by medical area an adult person. The integral includes acquisition signals, obtained reflection technique, means optical coupling between IR light-emitting diodes photo receptors, allow flow current proportional amount reflected light blood, is related level cardiac cavities, derived from systolic diastolic stages cycle. was designed with two inputs one 5 triangular membership functions each using hardware description language (VHDL), fuzzification, inference, aggregation defuzzification were COSAA method. response values ​​obtained Test Bench tool ISE Design suite compared theoretical ​​and Fuzzy Logic Designer Matlab, results showed excellent approximation.
منابع مشابه
A Mamdani Type Fuzzy Logic Controller
The database of a rule-based systemmay contain imprecisionswhich appear in the description of the rules given by the expert. Because such an inference can not be made by the methods which use classical two valued logic or many valued logic, Zadeh in (Zadeh, 1975) and Mamdani in (Mamdani, 1977) suggested an inference rule called "compositional rule of inference". Using this inference rule, sever...
متن کاملEnhancement of Mamdani fuzzy controller
compositional rule of inference to a fuzzy input X* E F ( X ) we obtain a fuzzy output Y* E F(Y): We propose an enhancement of MamY * = X * o T R , (1) dani fuzzy controllers. We tested it on l.e., a simple control task and verified that it outperforms the traditional approach. VY E Y : Y*(Y) = SUPT(X*(X),R(X,Y)) , (2) xEX
متن کاملa new type-ii fuzzy logic based controller for non-linear dynamical systems with application to 3-psp parallel robot
abstract type-ii fuzzy logic has shown its superiority over traditional fuzzy logic when dealing with uncertainty. type-ii fuzzy logic controllers are however newer and more promising approaches that have been recently applied to various fields due to their significant contribution especially when the noise (as an important instance of uncertainty) emerges. during the design of type- i fuz...
15 صفحه اولMamdani Fuzzy Logic Controller with Mobile Agents for Matching
The task of a standard fuzzy logic controller is to find a crisp control action from the fuzzy rulebase and from a set of crisp inputs. In this paper we propose an extension of this type of reasoning using Mobile Agents which works with crisp data, intervals and/or linguistic terms as inputs and with various matching methods. For any matching one obtain a crisp value as output using Slave Agent...
متن کاملOn the Choice of Membership Functions in a Mamdani-type Fuzzy Controller
It is well-known that the choice of membership functions is a key problem in the design of a fuzzy controller. The aim of this paper is thus to give a further contribution in this direction. In particular, the performance of the Mamdani-type fuzzy controller with piece wise linear membership functions is discussed in details, taking into account features such as overlapping, completeness level,...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International journal of advanced research
سال: 2022
ISSN: ['2707-7802', '2707-7810']
DOI: https://doi.org/10.21474/ijar01/14733