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Dr. Sreedevi A. G.

Asst. Professor, Computer Science Engineering, School of Engineering, Chennai

Qualification: B-Tech, M.Tech, Ph.D
Research Interest: 5G, D2D communications, Reinforcement Learning and Wireless Networks

Bio

Dr. Sreedevi A. G. currently serves as Assistant Professor in the Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus.

She received her Ph.D. in the area of Telecommunications from SRM Institute of Science and Technology, Chennai, in 2019. Her research focussed more on Reinforcement Learning Algorithms for Indoor Device-to-Device (D2D) Communications. She completed her MTech in Wireless Networks and Applications from Amrita Vishwa Vidyapeetham, Amritapuri Campus, Kerala, and BTech in Computer Science and Engineering from Kerala University in the year 2012 and 2010, respectively.

Mrs. Sreedevi has worked with Communications Systems Group of ETH -Zurich, Switzerland, which was funded by the Swiss National Science Foundation during the year 2013. She has also worked in the Amrita Centre for Wireless Networks and Applications, focussing on Wireless Multimedia and National Knowledge Networks.

She has published five papers in international journals and five papers in international conferences. Also, she has a patent in system model for Multi-Perspective, Multi-Point Tele-Immersive Environments. Her research interests include: D2D communications, 5G, Reinforcement Learning and Wireless Networks.

Publications

Journal Article

Year : 2021

Role of Cognitive Computing and its solutions in Healthcare, Cybersecurity, IoT and BigData: A Literature Survey

Cite this Research Publication : Sreedevi. A. G., Nithya Harshitha, P Shankar, Vijayan Sugumaran, “Role of Cognitive Computing and its solutions in Healthcare, Cybersecurity, IoT and BigData: A Literature Survey”, Information Processing & Management, Elseiver, 59(2), 102888.(SCI : 8.6)

Publisher : Information Processing & Management, Elseiver

Year : 2021

Crowd Tendency in Retail Shops and Machine Learning Algorithm for Reducing Queuing Time in Billing Counters

Cite this Research Publication : Palaniappan, S., A. G. Sreedevi, and M. Susila. "Crowd Tendency in Retail Shops and Machine Learning Algorithm for Reducing Queuing Time in Billing Counters.", Bibliomed, Vol. 20 Issue 1, p2349-2354. 6p

Publisher : Bibliomed

Year : 2020

Analysis on the Effects of Materials on Propagation Path in an Indoor Office Environment at 60 GHz

Cite this Research Publication : Shehade, Karam., M. Susila, A. G. Sreedevi, T. Rama Rao, "Analysis on the Effects of Materials on Propagation Path in an Indoor Office Environment at 60 GHz." Journal of Physics: Conference Series, Elementary Education Online,2021; Vol 20 (Issue 1): pp.2456-2463 (2020)

Publisher : Journal of Physics: Conference Series

Year : 2020

SINR based Association Algorithm for Indoor Device-to-Device Communication Networks

Cite this Research Publication : Sreedevi, A. G., T. Rama Rao, “SINR based Association Algorithm for Indoor Device-to-Device Communication Networks”, Peer-to-Peer Networking and Applications,DOI: 10.1007/s12083-020-00951-0(SCI IF: 3.1)

Publisher : Peer-to-Peer Networking and Applications

Year : 2019

Device-to-Device Radio Link Analysis at 2.4, 3.4, 5.2, 28 and 60 GHz in Indoor Communication Environments

Cite this Research Publication : Sreedevi, A. G., T. Rama Rao, and M. Susila. "Device-to-Device Radio Link Analysis at 2.4, 3.4, 5.2, 28 and 60 GHz in Indoor Communication Environments." Frequenz 73.3-4 (2019): 131-141. (SCI IF: 0.5)

Publisher : Frequenz

Year : 2019

Reinforcement learning algorithm for 5G indoor device‐to‐device communications

Cite this Research Publication : Sreedevi, A. G., and T. Rama Rao. "Reinforcement learning algorithm for 5G indoor device‐to‐device communications." Transactions on Emerging Telecommunications Technologies: e3670,1-10(SCI IF:1.6), Volume 30, Number 9

Publisher : Transactions on Emerging Telecommunications Technologies

Year : 2019

Measurements at 2.4, 3.4, 5.2, 28 and 60 GHz for Device-to-Device Wireless Communications

Cite this Research Publication : Sreedevi, A. G., T. Rama Rao, and M. Susila. "Measurements at 2.4, 3.4, 5.2, 28 and 60 GHz for Device-to-Device Wireless Communications." Wireless Personal Communications (2019): 1-11. (SCI IF: 1.2)

Publisher : Wireless Personal Communications

Year : 2018

Measles-Rubella vaccination campaign: A trust deficit?

Cite this Research Publication : A. Sreedevi, “Measles-Rubella vaccination campaign: A trust deficit?”, Journal of Postgraduate Medicine, vol. 64, no. 4, pp. 202-203, 2018.

Publisher : Journal of Postgraduate Medicine

Year : 2012

Node Failures, Data Aggregation Delay and its Impact on Power Optimization in Balanced Sensor Networks

Cite this Research Publication : Kamalanathan K, Sreedevi A G, P Venkat Rangan and Maneesha V Ramesh, "Node Failures, Data Aggregation Delay and its Impact on Power Optimization in Balanced Sensor Networks", International Journal of Wireless & Mobile Networks (IJWMN) Vol. 4, No. 3, June 2012(ISSN: 0975 – 4679)

Publisher : International Journal of Wireless & Mobile Networks (IJWMN)

Conference Paper

Year : 2021

Multi-Agent System for Weather Forecasting in India

Cite this Research Publication : Sreedevi A. G., Palaniappan S, P Shankar, Vijayan Sugumaran, “Multi-Agent System for Weather Forecasting in India”, 24th International Conference on Business Information Systems, Proceedings will be published in Lecture Notes in Business Information Processing (Scopus), Germany

Publisher : 24th International Conference on Business Information Systems

Year : 2021

Multi-Agent System for Weather Forecasting

Cite this Research Publication : Sreedevi A. G., Palaniappan S, P Shankar, Vijayan Sugumaran, “Multi-Agent System for Weather Forecasting”, Association for Information Systems, AIS Electronic Library (AISeL), AMCIS 2021 TREOs. 18., USA

Year : 2021

Nonlinear Autoregressive Exogenous ANN Algorithm based predicting of COVID-19 Pandemic in Tamil Nadu

Cite this Research Publication : Dr. M. Venkateshkumar Dr. Sreedevi A. G, Dr. Lakshman S A, K. R. Yogeshkumar “Nonlinear Autoregressive Exogenous ANN Algorithm based predicting of COVID-19 Pandemic in Tamil Nadu” Springer International conference of expert cloud and application 2021 GITAM university, Bangalore.

Publisher : Springer International conference of expert cloud and application

Year : 2017

D2D communications performance analysis for LOS and NLOS scenarios with DAV algorithm

Cite this Research Publication : A. G. Sreedevi and T. R. Rao, "D2D communications performance analysis for LOS and NLOS scenarios with DAV algorithm," 2017 IEEE International Conference on Circuits and Systems (ICCS), Thiruvananthapuram, pp. 354-358, 2017.

Publisher : IEEE International Conference on Circuits and Systems (ICCS)

Year : 2017

Device-to-device network performance at 28 GHz and 60 GHz using device association vector algorithm

Cite this Research Publication : A. G. Sreedevi and T. R. Rao, "Device-to-device network performance at 28 GHz and 60 GHz using device association vector algorithm," 2017 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES), Kollam, pp. 1-5

Publisher : 2017 IEEE International Conference on Signal Processing, Informatics

Year : 2013

Multimedia: Video Sharing For E-Classroom

Cite this Research Publication : Multimedia: Video Sharing For E-Classroom Balaji Hariharan, Neethu Joy, Sreedevi A. G. 22nd Wireless and Optical Communication Conference (WOCC),China, Chongqing 2013/05

Publisher : 22nd Wireless and Optical Communication Conference (WOCC)

Year : 2012

Performance Comparison and Node Failure Assessment of Energy Efficient Two Level Balanced and Progressive Sensor Networks

Cite this Research Publication : Dr. Maneesha V. Ramesh, Sreedevi, A. G., Kandasamy K., and Rangan P. V., “Performance Comparison and Node Failure Assessment of Energy Efficient Two Level Balanced and Progressive Sensor Networks”, in ACM International Conference Proceeding Series, Chennai, 2012, pp. 374-381.

Publisher : ACM International Conference Proceeding Series

Year : 2012

Energy Comparison of Balanced and Progressive Sensor Networks

Cite this Research Publication : M. V. Ramesh, S. A. G, K. K and P. V. Rangan, "Energy comparison of balanced and progressive sensor networks," 2012 21st Annual Wireless and Optical Communications Conference (WOCC), 2012, pp. 93-98, doi: 10.1109/WOCC.2012.6198157.

Publisher : 21st Annual Wireless and Optical Communications Conference

Patents

Year : 2016

Teleimmersive: System and Method for Synthesizing, Preserving Consistent Relative Neighborhood Positions in Multiperspective Multipoint Tele-Immersive Environment

Cite this Research Publication : Dr. Venkat, Balaji Hariharan, Rahul Krishnan, Ramkumar N., Sreedevi A. G. and G. Uma, “Teleimmersive: System and Method for Synthesizing, Preserving Consistent Relative Neighborhood Positions in Multiperspective Multipoint Tele-Immersive Environment”, 3888/CHE/2013, PCT/IB2014/064059, India Patent, 8/30/2013-Prov, 8/14/14 NP, 8/26/14-PCT, Indian Spec Published June 17, 2016, RFE filed July 8, 2015 (PCT initial pub March 3, 2015, later with International Search Report July 16, 2015).

Publisher : 3888/CHE/2013, PCT/IB2014/064059, India Patent, 8/30/2013-Prov, 8/14/14 NP, 8/26/14-PCT, Indian Spec Published June 17, 2016, RFE filed July 8, 2015 (PCT initial pub March 3, 2015, later with International Search Report

Year : 2016

Teleimmersive: System and Method for Synthesizing, Preserving Consistent Relative Neighborhood Positions in Multiperspective Multipoint Tele-Immersive Environment

Cite this Research Publication : Dr. Venkat, Balaji Hariharan, Rahul Krishnan, Ramkumar N., Sreedevi A. G. and G. Uma, “Teleimmersive: System and Method for Synthesizing, Preserving Consistent Relative Neighborhood Positions in Multiperspective Multipoint Tele-Immersive Environment”, 14/216,083, US Patent 9386271, Granted on July 5, 2016, Nonprovisional, Published on March 5, 2015

Publisher : Number 3888/CHE/2013, PCT/IB2014/064059, India

Education
  • 2020: Ph. D. in Telecommunication Engineering

Thesis Title: Radio Link Performance based Association Algorithm for Indoor Device-to-Device Communications

SRM Institute of Science and Technology, Kattankulathur, India

  • 2012: M.Tech in Wireless Networks and Applicaitons

Amrita School of Engineering, Amritapuri, Kerala

  • 2010: B. Tech in Computer Science and Engineering

Kerala University, Kerala, India

Professional Appointments

 

Year Affiliation
Dec 2019 – Till Date  Assistant Professor, Amrita School of Engineering, Chennai
June 2013 – Nov 2013 Academic Guest, Communication Systems Group, ETH-Zurich, Switzerland
Aug 2012 – Jan 2014 Research Associate, Amrita Center for Wireless Networks and Applications, Kerala
Major Research Interests
  • Reinforcement Learning
  • Multi-Agent Systems
  • Cyber Security
  • Device-to-device Communication
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