Skip to main content

2018 | OriginalPaper | Buchkapitel

Analysis and Prediction of the Effect of Surya Namaskar on Pulse of Different Prakruti Using Machine Learning

verfasst von : Jayshree Ghorpade-Aher, Abhishek Girish Patil, Eeshan Phatak, Sumant Gaopande, Yudhishthir Deshpande

Erschienen in: Intelligent Computing and Information and Communication

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Surya Namaskar” is the key for Good health! Today’s social life can be made easier and healthier using the mantra of “YOGA”. Nadi Parikshan is a diagnostic technique which is based on the ancient Ayurvedic principles of Wrist Pulse analysis. Nadi describes the mental and physical health of a person in great depth. This information can be used by practitioners to prevent, detect as well as treat any ailment. Surya Namaskar is a Yoga exercise which has multiple health benefits and a direct impact on Pulse. Prakruti of a person is a metaphysical characteristic and a combination of the three doshas in Ayurveda viz. Vatta, Pitta, and Kapha which remains constant for the lifetime. Experimentation was carried out to analyze the effect of Surya Namaskar exercise on the Pulse of different Prakruti. The Pulse was recorded for a group of young students aged between 19 and 23 years with different Prakruti before Surya Namaskar and after Surya Namaskar for a period of 4 days. This paper analyzes the effect of Surya Namaskar on human Pulse and proposes a framework to predict Pulse after Surya Namaskar. The changes that Surya Namaskar causes in the Pulse are studied and used to predict Pulse a fter performing Surya Namaskar. This analysis helps understand how Surya Namaskar benefits the health of a person. Performing Surya Namaskar in our daily routine would improve the health of the society as a whole making the subjects energetic and active.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat V. Lad.: Secrets of the pulse: The ancient art of Ayurvedic pulse diagnosis. Motilal Banarasidas. Delhi 2005. V. Lad.: Secrets of the pulse: The ancient art of Ayurvedic pulse diagnosis. Motilal Banarasidas. Delhi 2005.
2.
Zurück zum Zitat Prasad, G. P., Bharati, K., & Swamy, R. K.: Some important aspects of nadipariksha from basavarajiyam. Ancient science of life, 24(1), 27–9. 2004. Prasad, G. P., Bharati, K., & Swamy, R. K.: Some important aspects of nadipariksha from basavarajiyam. Ancient science of life, 24(1), 27–9. 2004.
3.
Zurück zum Zitat Amit Vaibhav, Swati Shukla and Om Prakash Singh.: Surya Namaskar (Sun Salutation): A Path to Good Health. International Journal of Pharmacological Research IJPR Volume 6 Issue 07 (2016). Amit Vaibhav, Swati Shukla and Om Prakash Singh.: Surya Namaskar (Sun Salutation): A Path to Good Health. International Journal of Pharmacological Research IJPR Volume 6 Issue 07 (2016).
4.
Zurück zum Zitat Pratima M. Bhutkar, Milind V. Bhutkar, Govind B. Taware, Vinayak Doijad and B.R. Doddamani.: Effect of Surya Namaskar Practice on Cardio-respiratory Fitness Parameters: A Pilot Study. Al Ameen J Med Sci (2008) 1(2). Pratima M. Bhutkar, Milind V. Bhutkar, Govind B. Taware, Vinayak Doijad and B.R. Doddamani.: Effect of Surya Namaskar Practice on Cardio-respiratory Fitness Parameters: A Pilot Study. Al Ameen J Med Sci (2008) 1(2).
5.
Zurück zum Zitat Aniruddha Joshi, Anand Kulkarni, Sharat Chandran, V. K. Jayaraman and B. D. Kulkarni.: Nadi Tarangini: A Pulse Based Diagnostic System. Engineering in Medicine and Biology Society, 2007. Aniruddha Joshi, Anand Kulkarni, Sharat Chandran, V. K. Jayaraman and B. D. Kulkarni.: Nadi Tarangini: A Pulse Based Diagnostic System. Engineering in Medicine and Biology Society, 2007.
7.
Zurück zum Zitat Dinesh Kumar Meena, Devanand Upadhyay, Rani Singh, B. K. Dwibedy.: A Critical Review of Fundamental Principles of Ayurveda. International Ayurvedic Medical Journal (IAMJ): Volume 3, Issue 7, July 2015. Dinesh Kumar Meena, Devanand Upadhyay, Rani Singh, B. K. Dwibedy.: A Critical Review of Fundamental Principles of Ayurveda. International Ayurvedic Medical Journal (IAMJ): Volume 3, Issue 7, July 2015.
8.
Zurück zum Zitat L.S. Xu, K.Q. Wang, L. Wang, Naimin Li.: Pulse Contour Variability Before and After Exercise. Proceedings of the 19th IEEE Symposium on Computer-Based Medical Systems (CBMS’06). L.S. Xu, K.Q. Wang, L. Wang, Naimin Li.: Pulse Contour Variability Before and After Exercise. Proceedings of the 19th IEEE Symposium on Computer-Based Medical Systems (CBMS’06).
9.
Zurück zum Zitat Jayshree Ghorpade-Aher, Abhishek Patil, Yudhishthir Deshpande, Sumant Gaopande and Eeshan Phatak.: A Proposed Framework for Prediction of Pulse, based on the Effect of Surya Namaskar on Different Prakruti at Different Prahars of the Day. 2017 International Conference On Big Data Analytics and Computational Intelligence (ICBDACI), Chirala, India, 2017. Jayshree Ghorpade-Aher, Abhishek Patil, Yudhishthir Deshpande, Sumant Gaopande and Eeshan Phatak.: A Proposed Framework for Prediction of Pulse, based on the Effect of Surya Namaskar on Different Prakruti at Different Prahars of the Day. 2017 International Conference On Big Data Analytics and Computational Intelligence (ICBDACI), Chirala, India, 2017.
10.
Zurück zum Zitat F. Scarselli and A. C. Tsoi.: Universal approximation using feedforward neural networks: a survey of some existing methods, and some new results. Neural Networks, vol. 11, pp. 15–37, 1998. F. Scarselli and A. C. Tsoi.: Universal approximation using feedforward neural networks: a survey of some existing methods, and some new results. Neural Networks, vol. 11, pp. 15–37, 1998.
11.
Zurück zum Zitat Ming Yuchi, Jun Jo.: Heart Rate Prediction Based on Physical Activity using Feedforward Neural Network. International Conference on Convergence and Hybrid Information Technology 2008. Ming Yuchi, Jun Jo.: Heart Rate Prediction Based on Physical Activity using Feedforward Neural Network. International Conference on Convergence and Hybrid Information Technology 2008.
12.
Zurück zum Zitat Priddy K.L., Keller P.E.: Introduction in Artificial Neural Networks: An Introduction. Bellingham Wash. pp. 1–12. St. Bellingham USA, 2005. Priddy K.L., Keller P.E.: Introduction in Artificial Neural Networks: An Introduction. Bellingham Wash. pp. 1–12. St. Bellingham USA, 2005.
13.
Zurück zum Zitat Gashler, Michael S., and Stephen C. Ashmore.: Training Deep Fourier Neural Networks to Fit Time-Series Data. Intelligent Computing in Bioinformatics. Springer International Publishing, 2014. Gashler, Michael S., and Stephen C. Ashmore.: Training Deep Fourier Neural Networks to Fit Time-Series Data. Intelligent Computing in Bioinformatics. Springer International Publishing, 2014.
15.
Zurück zum Zitat Nitin Sharma, Neha Udainiya.: Mechanism of Chakras in Suryanamaskar and its benefits: A Conceptual Study. International Ayurvedic Medical Journal (IAMJ): Volume 3, Issue 8, August-2015. Nitin Sharma, Neha Udainiya.: Mechanism of Chakras in Suryanamaskar and its benefits: A Conceptual Study. International Ayurvedic Medical Journal (IAMJ): Volume 3, Issue 8, August-2015.
16.
Zurück zum Zitat L. Xu, D. Zhang, K. Wang, N. Li, and X. Wang.: Baseline wander correction in pulse waveforms using wavelet-based cascaded adaptive filter. Computers in Biology and Medicine, vol. 37, pp. 716–731, 2007. L. Xu, D. Zhang, K. Wang, N. Li, and X. Wang.: Baseline wander correction in pulse waveforms using wavelet-based cascaded adaptive filter. Computers in Biology and Medicine, vol. 37, pp. 716–731, 2007.
Metadaten
Titel
Analysis and Prediction of the Effect of Surya Namaskar on Pulse of Different Prakruti Using Machine Learning
verfasst von
Jayshree Ghorpade-Aher
Abhishek Girish Patil
Eeshan Phatak
Sumant Gaopande
Yudhishthir Deshpande
Copyright-Jahr
2018
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7245-1_54

Premium Partner