/CloudbasedBioMetric-Sensors

Research on AI based ekg interpretation of myocardial infarction using multiple neural networks.

Primary LanguageJupyter NotebookCreative Commons Zero v1.0 UniversalCC0-1.0

CSE498R Directed Research | Cloud-based Biometric Sensor

Tasks

Task list

To verify that the heart rate monitor is working as expected, open the serial monitor  at 9600 baud

interfacing with arduino and AD8232

/src/sketch.ino

#include <Wire.h>
#include <AD8232.h>

// Define the AD8232 module
AD8232 heartRate;

void setup()
{
  Serial.begin(9600);   // Initialize serial communication
  heartRate.begin();    // Initialize the AD8232 module
}

void loop()
{
  float heart_rate = heartRate.getHeartRate();  // Read the heart rate value
  Serial.println("Heart rate: " + String(heart_rate) + " bpm");  // Print the heart rate value
  delay(1000);  // Wait for 1 second
}

. You should see values printed on the screen. Below is an example output with the sensors connected to the forearms and right leg. Your serial work should spike between +300/-200 around the center value of about ~500.

List of hardware required

  • Arduino Rev3 atmega328 + Wi-Fi → as MCU
  • AD8232 Heart Sensing Monitor
  • Breadboard
  • Breadboard connector
  • Electrode Sensor Surface pad → Disposable
  • Pulse Sensor Module.
  • EEG Muscle Sensor.

Software


Serial Plotter

Initial Prototype

Initial Prototype

First Test Case Requires Finetuning

First Test Case Requires Finetuning

Arduino Rev3 atmega328 + AD8232 Connection.

Wiring

Wiring

Untitled

HeartRate_Normal.png

Untitled

  • Cable Color Signal Black RA (Right Arm ) | Blue LA (Left Arm) | Red RL (Right Leg)

Untitled

Enhancement+

Enhancement+

Arduino layout with 7 Segment Led

Untitled

Research design and problem addressing


  • A research problem is a specific issue, contradiction, or gap in existing knowledge that needs to be addressed.

  • Identifying a research problem involves recognizing something problematic that requires attention, explanation, or a solution.

  • It is essential to have a well-defined research problem to guide the research process and to contribute to the field of study.

  • The process of defining a research problem includes:

    • Identifying a broad topic of interest.

    • Conducting a literature review to understand the current state of knowledge.

    • Narrowing down to a specific issue that is under-explored or controversial.

    • Formulating the problem into a clear, concise statement or question.

  • Types of research problems include:

    • Descriptive: Documenting certain phenomena or situations.
    • Exploratory: Investigating a topic to generate new insights or hypotheses.
    • Explanatory: Understanding the causes or effects of certain phenomena.
    • Predictive: Anticipating future occurrences based on current trends or data.
    • Evaluative: Assessing the effectiveness of interventions, programs, or policies.
  • Defining a research problem is crucial for:

    • Setting the direction and scope of the study.
    • Ensuring the research is focused and manageable.
    • Avoiding duplication of existing knowledge.
    • Making a meaningful contribution to the academic field or practical application.
  • For more detailed guidance on defining a research problem, resources such as Scribbr's articles can provide step-by-step instructions and examples.

Scopes