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Dr. Arpita Thakre

Associate Professor
  • Teaching

Education

  • B.Tech, Institute of Radiophysics & Electronics, Calcutta University

  • M.Tech, Institute of Radiophysics & Electronics, Calcutta University

  • Ph.D, Indian Institute of Technology Madras

Additional Information

  • IEEE Senior Member, ACM Member, IAAA Member.

  • Reviewer for IEEE Transactions, IEEE Letters, IEEE conferences, PIMRC, VTC, CAMSAP, COMSWARE, ANTS, NCC.

  • Conducted 4 editions of workshop on 5G & Future Wireless Technologies as part of IEEE conference ANTS 2016 to ANTS 2019

  • TPC Chair of EAI sponsored conference UBICNET 2017, UBICNET 2019, UBICNET 2020.

  • Invited member of India Evaluation Group - IMT 2020.

  • Speaking at Webinars - "Machine Learning in Wireless Communication" June 10, 2020.

Teaching

  • Autonomous Vehicles Technology

  • Reinforcement Learning

  • Machine Learning, Deep Learning

  • Information Theory & Coding Technologies

  • Graph Theory, Stochastic Modeling & Queueing Theory

  • Data Structure & Algorithms

  • Wireless Conmmunication, Optical Communication, Antenna & Propagation

Responsibilities

  • PI of SERB Grant, 2018-2022.

  • PI of PESU Internal Research Grant 2021-2023

  • Curriculum Committee Member, Post Graduate Research Coordinator, Industry Interaction Adviser

Research Interest

  • Machine Learning for Wireless Communication Systems & Networks

  • Energy Efficient Next Generation Wireless System Design

  • Network Information Theory

  • Statistical Signal Processing

  • Antenna Design

Research Projects

  • I head a research group called "Machine Learning for Telecommunication" . I am looking for full time project staff who would be interested in working on "Application of Statistical Learning Techniques in Wireless Communication Systems and Networks". Desirable Qualification: Engineers/Mathematicians with a basic knowledge of coding. Pay will be discussed during interview.

Conferences

  • "Power Allocation Schemes for Cognitive Radios", IEEE Communication System Software and Middleware (COMSWARE), Jan. 2008, Arpita Guha, V. Ganapathy.

  • "Enhanced Channel Estimation and Tracking Method for Uplink in Multiple Access Single Carrier Transmission Scheme", National Conference on Communications (NCC), Feb. 2008, Arpita Guha, K. Giridhar.

  • "Comparison of Model Order Selection Techniques For High-Resolution Parameter Estimation Algorithms", Proc. 54th International Scientific Colloquium (IWK), (Ilmenau, Germany), Sept. 2009, J. P. C. L. da Costa, A. Thakre, F. Roemer, and M. Haardt.

  • "2-D Normalized Frequency Estimation Using 4-way Tensor Processing", 20th IEEE Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), Sept. 2009, Arpita Thakre, K. Giridhar.

  • "Single Snapshot R-D Unitary Tensor ESPRIT Using an Augmentation of the Tensor Order", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec. 2009, Arpita Thakre, M. Haardt, K. Giridhar. (Invited Paper)

  • "Improvement in Channel Estimation in LTE Downlink", WWRF, April 2010, Arpita Thakre, K. Giridhar.

  • "Reduced Complexity Detection of Under-determined Single Carrier Spatial Modulation Systems with Multiple Active Antennas", IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Dec. 2017, R. Mohaneesh, Arpita Thakre.

  • "Performance Improvement in Rayleigh Faded Channel using Deep Learning", in IEEE ICACCI Sept., 2018, S. Ganesh, Sundar, S., and Arpita Thakre.

  • "Filtered OFDM with Index Modulation", in IEEE ICACCI Sept., 2018, L. Girish and Arpita Thakre.

  • "Performance of Dual mode OFDM-IM using Reduced Complexity Receiving Technique", in IEEE ICACCI Sept., 2018. K. Latha and Arpita Thakre.

  • "Optimal Filter Choice for Filtered OFDM", IEEE ICECA, June, 2019, Arpita Thakre.

  • "LSTM Based Channel Prediction for SISO System", IEEE ICCES, July, 2019, Madhubabu, Arpita Thakre.

  • "Impact of Imperfect CSI on Downlink Sum-Rate of Two user mmWave NOMA", IEEE ICCES, July, 2019, S. Sumathi, Arpita Thakre.

  • "Constellation Design for Dual-Mode OFDM-IM.", IEEE ICCMC, March, 2020, Shilpa S., Latha, Arpita Thakre.

  • "Symbol Detection in presence of Symbol Timing Offset using Machine Learning Technique", IEEE ICRAIE, Dec. 2020, Sathwic S, Saradeep M, Arpita Thakre.

  • "Dual Mode OFDM-IM with Multiple Choice of Constellations", IEEE ICRAIE, Dec. 2020, AK Gandharva, JCHL Ramoji, KP Akshay, Arpita Thakre.

  • "Design of Defected Ground Structure in Planar Array for Cross Polarization Reduction", IEEE ANTS Dec. 2020, Rajalakshmy G, Arpita Thakre.

  • "Cross Polarization Reduction of Line fed Circular Microstrip by Defected Ground Structure", IEEE INDICON, Dec. 2020, Rajalakshmy G, Arpita Thakre.

Journals

  • "Single Snapshot Spatial Smoothing With Improved Effective Array Aperture", IEEE Signal Processing Letters, Vol. 16, No. 6, June 2009, Arpita Thakre, M. Haardt, K. Giridhar.

  • "Tensor-Based Spatial Smoothing (TB-SS) Using Multiple Snapshots", IEEE Transactions on Signal Processing, May, 2010, Arpita Thakre, M. Haardt, F. Roemer, K. Giridhar.

  • "Comparison of Spectral Efficiency Maximization vs. Power Minimization in Downlink mm-wave Non-Orthogonal Multiple Access", Sumathi S., Arpita Thakre. (submitted)

Others

  • "Symbol-duration Extended Interleaved FDMA as Uplink Multiple Access Technique for IEEE 802.16m", submission to IEEE 802.16m standards #53 meeting.

 Staff Contacts
 Staff Campus Location
 RR Campus
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