Research Guidance
Research Guidance
Supervision of Ph.D. at IIT Kharagpur:
Monalisa Ghosh (100% supervision, 2018-2024): Machine Learning-Based User-Centric Multimedia Streaming Techniques. (http://www.idr.iitkgp.ac.in/xmlui/handle/123456789/148964)
Description: Developed innovative solutions to predict and enhance the quality of experience (QoE) for video streaming. It facilitates seamless playback and efficient streaming of high-resolution multimedia content (conventional and immersive video) by employing ML techniques.
Subhrajit Barick (100% supervision, 2019-2024): UAV Network based Service Provision in Next-Generation Wireless Networks. (https://drive.google.com/file/d/1ICEYI54XzMBI3jGFOAoIGdnPV_uBnNqP)
Description: Integrated unmanned aerial vehicles (UAVs) into wireless networks to enhance connectivity, facilitate communication, data aggregation, and video surveillance in disaster scenario and urban IoT systems.
Pradip Kumar Barik (50% supervision, 2015-2021): Enhancing Device-to-Device Communications for Next Generation Cellular Networks. (http://www.idr.iitkgp.ac.in/xmlui/handle/123456789/11698)
Description: Addressed the challenges in device-to-device communication within heterogeneous cellular networks, focusing on improving throughput, energy efficiency, and resource allocation.
Preeti Samhita Pati (50% supervision, 2018-2024): Resource allocation schemes for diverse service requests in B5G networks. (https://drive.google.com/file/d/1wOiKfz77jAnvY42gzrDRIqGp_sITdqQe)
Description: Optimized resource allocation and user admission in Beyond 5G networks by prioritizing Quality of Service (QoS) requirements and using reinforcement learning.
Supervision of Ph.D., ongoing at IIT Kgp:
K. Das: Efficient resource allocation for heterogeneous mm-wave communication networks
Ch. Santosh Reddy: NR based Vehicular IoT System with Orthogonal Time Frequency Space Modulation
Supervision of Masters’:
Mattia Saratori (KTH, Stockholm, Sweden, 2023): Autonomous Navigation in Partially-Known Environment using Nano Drones with AI-based Obstacle Avoidance https://kth.diva-portal.org/smash/get/diva2:1836850/FULLTEXT01.pdf
I supervised the following students for their masters’ thesis at IIT Kharagpur:
Vanaja (2024): Enhancing Deep Learning Model Efficiency through Adaptive Pruning. https://drive.google.com/file/d/1wOiKfz77jAnvY42gzrDRIqGp_sITdqQe
3. Rishabh Sonkar (2024): Efficient Data aggregation using available energy estimation for low power IOT Nodes. https://drive.google.com/file/d/1h6k9ehl9Edit-QmM1uv6DJ2pVLGIPwlN
4. Shikha Kumari (2022): Improving sensing accuracy and energy efficient cooperative spectrum sensing by implementing hybrid fusion schemes. https://drive.google.com/file/d/16OWQsfzKicMg6R3JSNEPYIw8-7J7CLHv
5. Rushikesh Wayal (2022): Efficient video streaming model based on QoE prediction using Reinforcement Learning. https://drive.google.com/file/d/19LF1Nu_hIQRmyd8EC0b4qUmIHpv_Bk0u
6. Sayan Biswas (2022): Optimal path planning for UAV networks
7. Pravartya Dewangan (2022): Adaptive 360o video streaming. https://drive.google.com/file/d/1raR3WccnK4pcSu5095x9PX2_VhRFewOz
8. Charan B (2022): Next-generation versatile video coding Implementation by MPEG DASH with bandwidth condition adaptability streaming. https://drive.google.com/file/d/1raR3WccnK4pcSu5095x9PX2_VhRFewOz
9. Sagar Duripalli (2022): Efficient Channel Estimation for IEEE 802.22 Standard based mobile communication system. https://drive.google.com/file/d/1hpZ2usVf5NqV8MXFf2fv5cJSHeEpSCTb
10. Himanshu Mittal (2021): Adaptive 360 Video Streaming using DASH. https://drive.google.com/file/d/1i-gYqh2bKmzluznUt6HQ_fkrcr6OQKNi
11. Anuj Bist (2021): Efficient UAV Network for Real Time Immersive Surveillance System. https://drive.google.com/file/d/1h-julkhtS-U3NwJxIMcPi4oHV0bocvxH
12. Pratibha Pandey (2021): Adaptive Multiview 3D Video Encoding for Heterogeneous Users. https://drive.google.com/file/d/1ZJmbF2E_OamipzUEPCQCA2Mp7ZefHaoa
13. Vaisakh Suresh (2021): Efficient Hybrid Cognitive System for 5G. https://drive.google.com/file/d/1WMny1RQ7wiXW3TKXi4Bu2AfSbd4xHEka
14. Nikhil Kumar (2020): Surveillance of Inaccessible regions using UAV-network. https://drive.google.com/file/d/10RmgBtjaug-jdPcOdmtC_HVhE2aPx8pd
15. Viral Tyagi (2020): Robust Extraction of Text from real world images. https://drive.google.com/file/d/1rYfVJmsa01lj94kEQ29Fn5x4JhG8W298
16. Chandana (2019): Self-Organizing UAV Network for Remote Surveillance. https://drive.google.com/file/d/1PqkSuwW5Ie6H_KWNm2KpzOt6BB8JAmks
17. Anubhav (2019): Efficient mobile television broadcasting over DVB-T/H network. https://drive.google.com/file/d/1tQ4Y3QjyHzhY3hOEwz3Lsgs8FpZxpN_C
18. Sanal T D (2019): Efficient Spectrum Usage Based on Spatial and Temporal Variations. https://drive.google.com/file/d/1wXr69SvmnJNnW2ISm9qpnszEhoERQDi4
19. K. Rahul (2019): Study on SDN for wired and wireless networks. https://drive.google.com/file/d/1QFnkCzuGOHPbgH1UErGguq09rU2eevM_
20. Dokku Muralidhar (2019): Low Cost Making of 3D Video Using Mobile Phone Camera. https://drive.google.com/file/d/1PajT3SnsOJB5gF5QX14ekScPzeKtqut9
21. Nikesh Wasnik (2019): 3D Video and View Synthesis from Mobile Stereo Videos. https://drive.google.com/file/d/1xeGiplMl6EjvjnX_EnePzFDUR27FCO8R
22. Vinayak Patil (2018): Throughput Improvement in Hybrid MIMO Cognitive Radio Using NB and WB System. https://drive.google.com/file/d/1jfMl8bTd6ua6Gaz_Fey31ixlRlCKB3GD
23. Anshul Varma (2018): Shared Resource Allocation for Mobile Users in Multi-Tier Heterogeneous Wireless Network. https://drive.google.com/file/d/1fx5djs_IbtDBlzQ9E8PDqfbkoGq2z2yi
24. Raga Bharani Chenna (2018): Quantum Computing Solutions for Image Enhancement. https://drive.google.com/file/d/1Bs0UkUV6epNcJG23XBwpN9cHsutjgxb6
25. Sneha Tipugade (2017): Adaptive Multimedia Streaming to Heterogeneous users using D2D and dynamic Wi-Fi. https://drive.google.com/file/d/1nD7w7G2XTwNvM_yblz4ZxmFvMM138LTm
26. Ajay Sahu (2017): SHVC transmission over wireless network. https://drive.google.com/file/d/1oa0npeDxxAYyum0aD38wmD43osZyEY2V
27. Madhuri Peechugalla (2017): Multimedia Streaming over adaptive Wireless Network. https://drive.google.com/file/d/1nynt6_sKdE7JvklgYTR9NUVFa2IfqtkB
28. Yamini Goyal (2017): Multipath Transmission for Multimedia Services in MANETs. https://drive.google.com/file/d/1CCk_ERhF3ni0IlI3msSIQzfRNl2_1cOF
29. Goutham Teja (2017): Machine learning based model for estimating subjective quality of videos transmitted over wireless networks. https://drive.google.com/file/d/13dV7YpBqUoHJ6Yx4UVGsKfP0LFFiQZ4Y