SYSTEM FOR AUTOMATED AYURVEDIC PULSE MONITORING AND PERSONALIZED RAAGA MUSIC REMEDY

Abstract

ABSTRACT SYSTEM FOR AUTOMATED AYURVEDIC PULSE MONITORING AND PERSONALIZED RAAGA MUSIC REMEDY “System for Automated Ayurvedic Pulse monitoring and Personalized Raaga Music remedy” The present invention discloses a system for automated ayurvedic pulse monitoring and personalized raaga music remedy. The system comprises; digital pulse sensors; a microcontroller; a signal processing unit; a pulse classifying unit; a disease prediction unit; and a music remedy unit. The system objectively captures and categorizes pulse types into Vata, Pitta, or Kapha categories using the digital pulse sensors, the microcontroller, the advanced signal processing unit, and the pulse classifying unit. The classification process is based on a dataset of pulse waveforms linked to known dosha profiles. Based on the identified dosha imbalance, the system selects a specific raaga from a digital library and plays music to promote doshic balance. This method addresses the variability and subjectivity of traditional pulse monitoring, providing a user-friendly solution for personalized health management that aligns with Ayurvedic principles, making it suitable for both individual and clinical use. Figure 1

Specification

Description:SYSTEM FOR AUTOMATED AYURVEDIC PULSE MONITORING AND PERSONALIZED RAAGA MUSIC REMEDY
FIELD OF THE INVENTION
This invention relates to the fields of, alternative medicine (Ayurveda), signal processing, and music remedy. More specifically, it relates to a system for automated pulse monitoring based on Ayurvedic principles, utilizing digital sensors and signal processing algorithms, combined with personalized raaga music remedy.
BACKGROUND OF THE INVENTION
Traditional Ayurvedic pulse monitoring, also known as Nadi Pariksha, has been used for centuries to identify imbalances in the body's three doshas: Vata, Pitta, and Kapha. This method is heavily reliant on a practitioner's tactile perception and interpretative abilities, which can vary greatly between individuals. Such subjectivity causes inconsistencies and reduces diagnostic reliability, particularly in clinical and scientific settings where standardized and objective data are critical. Although digital pulse measurement systems have advanced to provide cardiovascular parameters such as heart rate and blood pressure, they do not address the nuanced pulse characteristics required for Ayurvedic diagnostics, failing to capture the distinct characteristics of Vata, Pitta, and Kapha pulses.
This invention addresses these issues by incorporating an objective, automated pulse analysis system designed specifically for assessing Ayurvedic pulse characteristics. It uses sensors and algorithms to provide a detailed, reproducible assessment of Vata, Pitta, and Kapha pulses, reducing practitioner variability. Furthermore, the invention combines pulse diagnosis and personalized music therapy by incorporating real-time physiological data into therapeutic recommendations. This method tailors music therapy to a person's current doshic state, promoting mental and physical harmony as described in Ayurveda. As a result, this innovation offers a comprehensive system for both pulse analysis and personalized therapeutic intervention, based on traditional Ayurvedic principles but enhanced by modern technology.
OBJECT OF THE INVENTION
The principal object of the invention is to develop a system for automated ayurvedic pulse monitoring and personalized raaga music remedy.
Another object of the present invention is to develop a system for automated pulse monitoring which will give real time data.
Yet another object of the present invention is to develop a system which will provide personalized raaga music remedy based on their proven efficacy in healing specific ailments.
SUMMARY OF THE INVENTION
The present invention discloses a system for automated ayurvedic pulse monitoring and personalized raaga music remedy.
In an aspect of the present invention disclosed the system wherein, comprises digital pulse sensors; a microcontroller; wherein, the digital pulse sensors are connected to the microcontroller; a signal processing unit wherein, the signal processing unit further comprises FFT and DWT algorithms; a pulse classifying unit wherein, the pulse classifying unit further comprises Random Forest and K-Nearest Neighbors (KNN) algorithms; a disease prediction unit; and a music remedy unit.
In another aspect of the present invention disclosed, a method for automated pulse monitoring and personalized raaga music remedy comprising steps of; placing the pulse sensors which are connected to the Arduino UNO, at three distinct wrist locations; extracting the features through the signal processing unit and classifying the pulse into Vata, Pitta, or Kapha categories; cross-referencing the pulse data with established disease profiles outlined in the Vagisha.pdf and predicting potential health issues or dosha imbalances using the pulse classifying unit and the disease predicting unit; customizing and playing specific raaga music through headphones tailored to the individual's health requirements through the music remedy unit.
BRIEF DESCRIPTION OF DRAWINGS
Figure 1: Shows system Overview and workflow of ayurvedic pulse monitoring and personalized raaga music remedy.
DETAILED DESCRIPTION OF THE INVENTION
Various modifications and alternative forms, specific embodiment thereof have been shown by way of example in the figures and will be described below. It should be understood, however, that it is not intended to limit the disclosure to the particular forms disclosed, but on the contrary, the disclosure is to cover all modifications, equivalents, and alternative falling within the scope of the disclosure.
The terms "comprises", "comprising", or any other variations thereof used in the disclosure, are intended to cover a non-exclusive inclusion, such that a device, system, assembly that comprises a list of components does not include only those components but may include other components not expressly listed or inherent to such system, or assembly, or device. In other words, one or more elements in a system or device proceeded by "comprises… a" does not, without more constraints, preclude the existence of other elements or additional elements in the system or device.
It will be understood by those within the art that, in general, terms used herein, and especially in the appended claims (e.g., bodies of the appended claims) are generally intended as "open" terms (e.g., the term "including" should be interpreted as "including but not limited to," the term "having" should be interpreted as "having at least," the term "includes" should be interpreted as "includes but is not limited to," etc.).
The present invention discloses a system for automated ayurvedic pulse monitoring and personalized raaga music remedy.
In an aspect of the present invention disclosed the system wherein, comprises digital pulse sensors; a microcontroller; wherein, the digital pulse sensors are connected to the microcontroller; a signal processing unit wherein, the signal processing unit further comprises FFT and DWT algorithms; a pulse classifying unit wherein, the pulse classifying unit further comprises Random Forest and K-Nearest Neighbors (KNN) algorithms; a disease prediction unit; and a music remedy unit.
In an embodiment of the aspect disclosed, the system wherein, the microcontroller is an Arduino microcontroller.
In another aspect of the present invention disclosed, a method for automated pulse monitoring and personalized raaga music remedy comprising steps of; placing the pulse sensors which are connected to the Arduino UNO, at three distinct wrist locations; extracting the features through the signal processing unit and classifying the pulse into Vata, Pitta, or Kapha categories; cross-referencing the pulse data with established disease profiles outlined in the Vagisha.pdf and predicting potential health issues or dosha imbalances using the pulse classifying unit and the disease predicting unit; customizing and playing specific raaga music through headphones tailored to the individual's health requirements through the music remedy unit.
The present invention includes a comprehensive system for objective Ayurvedic pulse diagnosis and personalized music therapy. The system wherein, the digital pulse sensors placed at precise points along the radial artery to record pulse waveforms. These sensors capture pulse signals, which are then sent to an Arduino microcontroller. The microcontroller digitizes these signals, preparing them for further analysis. This setup ensures accurate, real-time pulse data collection, which serves as the foundation for objective dosha classification.
The second component, the Signal Processing Unit, applies advanced signal processing techniques to the digitized pulse data. The pulse waveforms are processed using the Fast Fourier Transform (FFT) and Discrete Wavelet Transform (DWT) algorithms to extract unique features associated with the Vata, Pitta, and Kapha pulse types.
The pulse classifying unit classifies the pulse as either vata, pitta, or kapha utilizing the extracted features. This classification is achieved through the application of Random Forest and K-Nearest Neighbors (KNN) algorithms, which have demonstrated the highest accuracy.
Upon classification, the disease predicting unit cross-references the pulse data with established disease profiles outlined in the Vagisha.pdf document. This allows for the prediction of potential health issues or dosha imbalances, enhancing the diagnostic capabilities of the system.
Finally, using the identified dosha information, the music remedy unit provides tailored music therapy. Once the system determines whether the pulse is Vata, Pitta, or Kapha, it chooses an appropriate raaga from a digital library that is specifically designed to balance the identified dosha. The selection of therapeutic raagas is based on their proven efficacy in healing specific ailments, as supported by research in the field of music therapy. These raagas, are played through headphones, providing the user with personalised music remedy.
The system disclosed in present application, wherein, the system operates by classifying the doshas to predict potential diseases based on pulse analysis. Upon identifying these health risks, specific ragas are selected and played as therapeutic interventions to promote healing. Based on the classifications, the system predicts the diseases as follows;
Table1: Dosha imbalance and associated diseases
Dosha/Combination Associated Diseases
Vata Allergy, Anemia, Anorexia, Anxiety, Asthma, Back Pain, Blood Purification, Cancer, Colitis, Coma, Common Cold, Concentration Issues, Confidence Building, Constipation, Cough, Depression, Diabetes, Diarrhea, Diffusing Mental Tension, Gall Stones, Headache, Heart Ailments, Hemorrhoids, High Fever, Hyperacidity, Hypertension/High Blood Pressure, Hypotension/Low Blood Pressure, Hysteria, Indigestion, Insomnia, Intellectual Excellence, Intestinal Gas, Kidney Disorders, Liver Ailments, Malaria, Memory-Related Problems, Mental Disorders, Migraine, Nausea, Paralysis, Piles, Psychological Disorders, Reducing Severe Stress, Rheumatic
Arthritis, Sinusitis, Skin Diseases, Sleep Disorders, Tonsillitis, Tuberculosis, Urinary Tract Infection, Vomiting
Pitta Allergy, Anemia, Anorexia, Asthma, Cancer, Colitis, Common Cold, Confidence Building, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, High Fever, Hyperacidity, Hypertension/High Blood Pressure, Hypotension/ Low Blood Pressure, Indigestion, Kidney Disorders, Liver Ailments, Malaria, Mental Disorders, Migraine, Nausea, Paralysis, Piles, Psychological Disorders, Rheumatic Arthritis, Sinusitis, Skin Diseases, Tuberculosis, Urinary Tract Infection,
Vomiting
Kapha Allergy, Anemia, Asthma, Back Pain, Cancer, Colitis, Coma, Common Cold, Constipation, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, Hypertension/High Blood Pressure, Hypotension/Low Blood Pressure, Hysteria, Indigestion, Insomnia, Intellectual Excellence, Intestinal Gas, Kidney Disorders, Liver Ailments, Malaria, Memory-Related Problems, Mental Disorders, Paralysis, Piles, Psychological Disorders, Reducing Severe Stress, Rheumatic Arthritis, Sinusitis, Skin Diseases, Sleep Disorders, Tonsillitis, Tuberculosis, Urinary Tract Infection, Vomiting
Vata and Pitta Allergy, Anemia, Anorexia, Asthma, Cancer, Colitis, Common Cold, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, High Fever, Hyperacidity, Hypertension/ High Blood Pressure, Hypotension/Low Blood Pressure, Indigestion, Kidney Disorders, Liver Ailments, Malaria, Mental Disorders, Migraine, Nausea, Paralysis, Piles, Psychological Disorders, Rheumatic Arthritis, Sinusitis, Skin Diseases, Tuberculosis, Urinary Tract Infection, Vomiting
Vata and Kapha Allergy, Anemia, Asthma, Back Pain, Cancer, Colitis, Coma, Common Cold, Constipation, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, Hypertension/High Blood Pressure, Hypotension/Low Blood Pressure, Hysteria, Indigestion, Insomnia, Intellectual Excellence, Intestinal Gas, Kidney Disorders, Liver Ailments, Malaria, Memory-Related Problems, Mental Disorders, Paralysis, Piles, Psychological Disorders, Reducing Severe Stress, Rheumatic Arthritis, Sinusitis, Skin Diseases, Sleep Disorders, Tonsillitis, Tuberculosis, Urinary Tract Infection, Vomiting
Pitta and Kapha Allergy, Anemia, Asthma, Cancer, Colitis, Common Cold, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, Hyperacidity, Hypertension/High Blood Pressure, Hypotension/Low Blood Pressure, Indigestion, Kidney Disorders, Liver Ailments, Malaria, Mental Disorders, Paralysis, Piles, Psychological Disorders, Rheumatic Arthritis, Sinusitis, Skin Diseases, Tuberculosis, Urinary Tract Infection, Vomiting
Vata, Pitta, and Kapha Allergy, Anemia, Asthma, Cancer, Colitis, Common Cold, Cough, Depression, Diabetes, Diarrhea, Gall Stones, Headache, Heart Ailments, Hemorrhoids, Hypertension/High Blood Pressure, Hypotension/ Low Blood Pressure, Indigestion, Kidney Disorders, Liver Ailments, Malaria, Mental Disorders, Paralysis, Piles, Psychological Disorders, Rheumatic Arthritis, Sinusitis, Skin Diseases, Tuberculosis, Urinary Tract Infection, Vomiting
Based on the detailed analysis of the diseases and symptoms associated with imbalances in the Vata, Pitta, and Kapha doshas, the system recommends specific raagas that have been traditionally used in Indian classical music to help restore balance to these energies. According to Ayurvedic principles, each dosha correlates with particular mental, emotional, and physical tendencies, and their imbalances can lead to a wide range of disorders. Classical Indian raagas, with their deeply therapeutic properties, offer a means to influence and harmonize these imbalances through sound, melody, and rhythm. Below are the recommended
raagas for balancing each dosha which are played by the system according to the specific health requirements.
For Vata Imbalance: Vata imbalances are characterized by restlessness, anxiety, dryness, and instability in both the body and mind. These conditions often manifest as disorders like insomnia, joint pain, nervous tension, and digestive issues. To counteract these effects, raagas that are soothing, steady, and warming in nature are recommended. These raagas can calm the nervous system, reduce anxiety, and bring about a sense of grounding and stability. Recommended raagas for pacifying Vata include:
• Raaga Yaman: A calming raaga that brings tranquility and peace to the mind, ideal for evening performances.
• Raaga Bhimpalasi: Known for its calming and steadying effects, especially helpful in reducing restlessness and anxiety.
• Raaga Bageshree: This raaga invokes a serene and reflective mood, promoting emotional balance and reducing nervous tension.
• Raaga Darbari Kanada: A deep, resonant raaga that grounds Vata by bringing a sense of stability and emotional calm.
• Raaga Shree: A powerful and introspective raaga, often used to balance excessive mental activity and create mental stillness.
For Vata Imbalance: Vata imbalances are characterized by restlessness, anxiety, dryness, and instability in both the body and mind. These conditions often manifest as disorders like insomnia, joint pain, nervous tension, and digestive issues. To counteract these effects, raagas that are soothing, steady, and warming in nature are recommended. These raagas can calm the nervous system, reduce anxiety, and bring about a sense of grounding and stability. Recommended raagas for pacifying Vata include:
• Raaga Yaman: A calming raaga that brings tranquility and peace to the mind, ideal for evening performances.
• Raaga Bhimpalasi: Known for its calming and steadying effects, especially helpful in reducing restlessness and anxiety.
• Raaga Bageshree: This raaga invokes a serene and reflective mood, promoting emotional balance and reducing nervous tension.
• Raaga Darbari Kanada: A deep, resonant raaga that grounds Vata by bringing a sense of stability and emotional calm.
• Raaga Shree: A powerful and introspective raaga, often used to balance excessive mental activity and create mental stillness.
• Raaga Megh Malhar: A deeply cooling raaga that has the power to evoke the atmosphere of rain, reducing Pitta's fiery nature.
• Raaga Ahir Bhairav: A morning raaga that has a cooling and pacifying effect on the mind and body, ideal for balancing Pitta.
For Kapha Imbalance: Kapha imbalances often lead to conditions characterized by stagnation, heaviness, and lethargy. Common symptoms include congestion, depression, sluggish digestion, and weight gain. To energize and uplift Kapha, raagas that are stimulating, vibrant, and dynamic are recommended. These raagas help to dispel the inertia associated with Kapha imbalances and encourage movement and energy. Recommended raagas for stimulating Kapha include:
• Raaga Bhairav: A powerful and energizing raaga that awakens the senses and stimulates the mind and body.
• Raaga Marwa: This raaga creates a sense of urgency and energy, helping to overcome the heaviness and lethargy associated with Kapha.
• Raaga Jaunpuri: Known for its stimulating and uplifting qualities, this raaga helps to dispel feelings of sluggishness and stagnation.
• Raaga Shankara: A vibrant and energetic raaga that invokes a sense of power and vitality, making it ideal for uplifting Kapha.
• Raaga Basant: Associated with the season of spring, this raaga brings about renewal and lightness, helping to overcome the heaviness of Kapha.
The system disclosed in present application wherein, through the use of the system, one can support the balance of the doshas and promote overall health and well-being. Each raaga works on a subtle level, influencing not just the body, but the mind and emotions, creating a holistic healing experience.
This invention not only provides a more reliable diagnostic tool by automating pulse analysis and integrating it with personalized music therapy, but it also improves the user experience by making health insights accessible in real time. The user-friendly design promotes the widespread use of Ayurvedic monitoring techniques, transforming Ayurveda's benefits into a modern, objective, and practical framework suitable for a wide range of health settings.
Although embodiments for the present subject matter have been described in language specific to structural features, it is to be understood that the present subject matter is not necessarily limited to the specific features described. Rather, the specific features and methods are disclosed as embodiments for the present subject matter. Numerous modifications and adaptations of the system/component of the present invention will be apparent to those skilled in the art, and thus it is intended by the appended claims to cover all such modifications and adaptations which fall within the scope of the present subject matter.

, Claims:We claim;
1. A system for automated Ayurvedic pulse monitoring and personalized raaga music remedy, comprising;
a) digital pulse sensors;
b) a microcontroller; wherein, the digital pulse sensors are connected to the microcontroller;
c) a signal processing unit wherein, the signal processing unit further comprises FFT and DWT algorithms;
d) a pulse classifying unit wherein, the pulse classifying unit further comprises Random Forest and K-Nearest Neighbors (KNN) algorithms;
e) a disease prediction unit; and
f) a music remedy unit.
2. The system as claimed in claim 1, wherein the microcontroller is an Arduino microcontroller.
3. A method for automated pulse monitoring and personalized raaga music remedy comprising steps of;
a) placing the pulse sensors which are connected to the Arduino UNO, at three distinct wrist locations;
b) extracting the features through the signal processing unit and classifying the pulse into Vata, Pitta, or Kapha categories;
c) cross-referencing the pulse data with established disease profiles outlined in the Vagisha.pdf and predicting potential health issues or dosha imbalances using the pulse classifying unit and the disease predicting unit;
d) customizing and playing specific raaga music through headphones tailored to the individual's health requirements through the music remedy unit.

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