Dr. Arpita Thakre

Machine Learning for Wireless Communication Systems & Networks

Energy Efficient Next Generation Wireless System Design

Network Information Theory

Statistical Signal Processing

Antenna Design

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.

"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.

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

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

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

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

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

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

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

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

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

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

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

"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.

"Improvement in Channel Estimation in LTE Downlink", WWRF, April 2010, 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)

"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.

"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.

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

"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)

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

PI of SERB Grant, 2018-2022.

PI of PESU Internal Research Grant 2021-2023

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