Curriculum Committee Member, Post Graduate Research Coordinator, Industry Interaction Adviser
Machine Learning for Wireless Communication Systems & Networks
Energy Efficient Next Generation Wireless System Design
Network Information Theory
Statistical Signal Processing
Research Projects (Current)
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.
"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.