About
Sudip Biswas (Member, IEEE) received a Ph.D. in digital communications from the University of Edinburgh (UEDIN), U.K., in 2017. From 2017 to 2019, he worked as a Research Associate with the Institute of Digital Communications, UEDIN, on optimization and signal processing for 5G and beyond communications. He also has industrial experience with Tata Consultancy Services, India (Lucknow and Kolkata), where he was an Assistant Systems Engineer from 2010 to 2012. He currently works as an Associate Professor in the Department of Electronics and Communications Engineering at the Indian Institute of Information Technology Guwahati (IIITG). He is an editor for IEEE Transactions on Green Communications (TGCN). He was a member of the Conference Organizing Committee of the IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), held in Edinburgh in 2016. He has been on the Technical Program Committee (TPC) of “Selected Areas in Communications: Machine Learning for Communications” in IEEE GLOBECOM 2020, 2021, 2022, and 2023. He was also a TPC member of IEEE ICC 2022 for the “Full-duplex Communications” track. He has previously been involved in two EU FP7 projects, a DST UKIERI project, and an EPSRC project. He is currently leading three SERB projects, one DST (GITA: Indo-Taiwan) project, and one SPARC (UKIERI) project as PI and one IBITF (TSP) project as Co-PI. Furthermore, he also received the SERB Accelerate Vigyan Karyashala grant in 2022 and Vritika grant in 2024. He is the Coordinator of the MoU (IIITG/NSYSU 20200728) signed between IIIT Guwahati, and National Sun Yat-sen University, Taiwan and the MoU (IIITG/"n+i" 20191115) signed between IIIT Guwahati and "n+i", France. At IIIT Guwahati, he is currently In-charge of the Innovation & Entrepreneurship Cell.
For more details: Google Scholar
Research Interests
- Machine Learning and Signal Processing for 6G Communications
- IoT, Open RAN, Reconfigurable Intelligent Surfaces
- Wireless Edge Caching, Edge Computing, Computing for V2X
- Quantum Communications
Ongoing Projects
Completed Projects
Professional Activities
1. IIIT Guwahati and NSYSU, Taiwan (IIITG/NSYSU 20200728)
2. IIIT Guwahati and "n+i", France (IIITG/"n+i" 20191115)
1. Workshop on "Disruptive Wireless Communication Paradigms: The Road Towards 6G", 5-7 Feb, 2021 (TEQIP-III sponsored)
2. Karyashala workshop on "Next-Generation Network Automation for Industrial Internet-of-Things in Industry 5.0", 20-26 Jul, 2022 (DST-SERB sponsored)
Current students
Past students
Broader Research Area
Teaching
- EC-613: Linear Algebra, Statistics and Random Processes (post-grad course)
- EC-353: Information Theory and Coding (graduate course)
- EC-241: Signals and Systems (graduate course)
- EC-646: Statistical Signal Processing (post-grad course)
- EC-451: Mobile Communications (graduate and post-grad course)
- EC-352: Digital Communications Lab (graduate course)
- EC-244: Digital Signal Processing Lab (graduate course)
- EC-252: Communications Lab (graduate course)
Collaborators
Open Positions
- 1: Interns: Short 2-3 months internships for under-grads/ Post-grads are available. If you are interested, then send an email with the subject “Internship:(duration):(interest) or (prev. experience)”
- 2: UG Researchers: These are at least 1-year long projects. If you are an under-grad student and can commit for atleast one year full-time (can be six-nine months full time and remaining with course work) project work, then you can contact me. If interested then send me an email with subject “UG Researcher: (interests):(programming languages)”, for example “UG Researcher: (MobileApp, Signal Processing):(Matlab/Python/C++/C)” OR If you have an idea or interests then too you can contact me.
- 3. Research Assistant: These are typically 1-2 years projects. If you graduated from one of the top colleges in India or abroad or are simply bored with your current job and/or would like to build up a CV for applying abroad for higher studies, then you are welcome to apply. This requires longer commitment for at least a year to two.
- 4. PhD Student: These positions are typically between 3-5 years long, depending on research outcomes, prior qualification and experience. If you enjoy working hard, you like a challenge, and it makes you happy when you deliver, then PhD is right for you. Funding opportunities are often advertised on the institututes website. However, self-financed or people who have external funding from other government/ private agencies are also eligible to apply.
- NB: Performance oriented fundings (through collaborators) may be available for researchers involved in projects of typically 4-6 months duration. For more information, send an email stating your interest (from the above) along with your CV.
Recent Achievements
Awarded Exemplary Editor of the IEEE Transactions on Green Communications & Networking for 2023.
Publication
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Journal
- Vatsala Sharma, Anal Paul, Sandeep Kumar Singh, Keshav Singh, Sudip Biswas, "Robust Transmission for Energy-Efficient Sub-Connected Active RIS-Assisted Wireless Networks: DRL versus Traditional Optimization", IEEE Transactions on Green Communications and Networking, (2024), IEEE
- P. Saikia, S. Biswas, K. Singh and C. -P. Li, "Signal Detection in GSM-Based In-Band Full-Duplex Communication Using DNN", IEEE Transactions on Vehicular Technology,72, (2023), pages. 2661-2666,
- K. Singh, P. -C. Wang, S. Biswas, S. K. Singh, S. Mumtaz and C. -P. Li, "Joint Active and Passive Beamforming Design for RIS-Aided IBFD IoT Communications: QoS and Power Efficiency Considerations", IEEE Transactions on Consumer Electronics,69, (2023), pages. 170-182,
- B. Hazarika, K. Singh, S. Biswas, S. Mumtaz and C. -P. Li, "Multi-Agent DRL-Based Task Offloading in Multiple RIS-Aided IoV Networks", IEEE Transactions on Vehicular Technology, , (2023), pages. ,
- P. Saikia, K. Singh, S. K. Singh, W. -J. Huang, C. -P. Li and S. Biswas, "Beamforming Design in Vehicular Communication Systems with Multiple Reconfigurable Intelligent Surfaces: A Deep Learning Approach", IEEE Access, , (2023), pages. ,
- P. Saikia, K. Singh, O. Taghizadeh, W. -J. Huang, C. -P. Li and S. Biswas, "Meta Reinforcement Learning- based Spectrum Sharing Between RIS-Assisted Cellular Communications and MIMO Radar", IEEE Transactions on Cognitive Communications and Networking, , (2023), pages. ,
- K. Singh, S. Biswas, M. -L. Ku and M. F. Flanagan, "Transceiver Design and Power Control for Full-Duplex Ultra-Reliable Low-Latency Communication Systems", IEEE Transactions on Wireless Communications,21, (2022), pages. 1392-1406,
- V. Sharma, J. Yaswanth, S. K. Singh, S. Biswas, K. Singh and F. Khan, "A Pricing-Based Approach for Energy- Efficiency Maximization in RIS-Aided Multi-User MIMO SWIPT-Enabled Wireless Networks", IEEE Access,10, (2022), pages. 29132-29148,
- B. Hazarika, K. Singh, S. Biswas and C. -P. Li, "DRL-Based Resource Allocation for Computation Offloading in IoV Networks", IEEE Transactions on Industrial Informatics,18, (2022), pages. 8027-8038,
- A. Mondal, A. M. A. Junaedi, K. Singh and S. Biswas, "Spectrum and Energy-Efficiency Maximization in RIS-Aided IoT Networks", IEEE Access,10, (2022), pages. 103538-103551,
- T. Zhang, S. Biswas and T. Ratnarajah, "On the Performance of Cache-Enabled Hybrid Wireless Networks", IEEE Transactions on Communications,69, (2021), pages. 1818-1834,
- T. Zhang, S. Biswas and T. Ratnarajah, "Performance Analysis on Cache-Enabled FR2 IAB Networks", IEEE Access,9, (2021), pages. 63521-63537,
- H. Albinsaid, K. Singh, A. Bansal, S. Biswas, C. -P. Li and Z. J. Haas, "Multiple Antenna Selection and Successive Signal Detection for SM-Based IRS-Aided Communication", IEEE Signal Processing Letters,28, (2021), pages. 813-817,
- S. Biswas, A. Bishnu, F. A. Khan and T. Ratnarajah, "In-Band Full-Duplex Dynamic Spectrum Sharing in Beyond 5G Networks", IEEE Communications Magazine,59, (2021), pages. 54-60,
- H. Albinsaid, K. Singh, S. Biswas and C. -P. Li, "Multi-agent Reinforcement Learning Based Distributed Dynamic Spectrum Access", IEEE Transactions on Cognitive Communications and Networking, , (2021), pages. ,
- A. Sirojuddin, V. Nzima, K. Singh, S. Biswas and W. -J. Huang, "Backscatter-Aided Relaying for Next- Generation Wireless Communications With SWIPT", IEEE Access,9, (2021), pages. 159093-159104,
- O. Kolawole, S. Biswas, K. Singh, and T. Ratnarajah, "Transceiver Design for Energy-Efficiency Maximization in mmWave MIMO IoT Networks", IEEE Transactions on Green Communications,4, (2020), pages. 109-123,
- S. Biswas, K. Singh, Omid Taghizadeh, and T. Ratnarajah, "Design and Analysis of FD MIMO Cellular System in coexistence with MIMO Radar", IEEE Transactions on Wireless Communications,19, (2020), pages. 4727-4743,
- H. Albinsaid, K. Singh, S. Biswas, C. Li, and M. Alouini, "Block Deep Neural Network-Based Signal Detector for Generalized Spatial Modulation", IEEE Communications Letters, , (2020), pages. ,
- T. Zhang, S. Biswas, and T. Ratnarajah, "An Analysis on Wireless Edge Caching in In-band Full-Duplex FR2- IAB Networks", IEEE Access, , (2020), pages. ,
- H. He, S. Biswas, P. Aquilina, T. Ratnarajah and J. Yang, "Performance Analysis of Multi-Cell Full-Duplex Cellular Networks", IEEE Access,8, (2020), pages. 206914-206930,
- U. Singh, S. Biswas, K. Singh, B. K. Kanaujia and C. -P. Li, "Beamforming Design for In-Band Full-Duplex Multi-Cell Multi-User MIMO LSA Cellular Networks", IEEE Access,8, (2020), pages. 222355-222370,
- S. Biswas, T. Zhang, K. Singh, and T. Ratnarajah, "An Analysis on Caching Placement for Millimeter/Micro Wave Hybrid Networks", IEEE Transactions on Communications,67, (2019), pages. 1645-1662,
- K. Singh, K. Wang, S. Biswas, Z. Ding, F. Khan, and T. Ratnarajah, "Resource Optimization in Full Duplex Non-Orthogonal Multiple Access Systems", IEEE Transactions on Wireless Communications,18, (2019), pages. 4312-4325,
- A. C. Cirik, S. Biswas, O. Taghizadeh and T. Ratnarajah, "Robust Transceiver Design in Full-Duplex MIMO Cognitive Radios", IEEE Transactions on Vehicular Technology,67, (2018), pages. 1313-1330,
- J. Xue, S. Biswas, A. Cirik, H. Du, T. Ratnarajah, and M. Sellathurai, "Transceiver Design of Optimum Wirelessly Powered Full-Duplex MIMO IoT Devices", IEEE Transactions on Communications,66, (2018), pages. 1955- 1969,
- K. Singh, S. Biswas, T. Ratnarajah and F. Khan, "Transceiver Design and Power Allocation for Full-Duplex MIMO Communication Systems with Spectrum Sharing Radar", IEEE Transactions on Cognitive Communications and Networking,4, (2018), pages. 556-566,
- S. Biswas, J. Xue, F. A. Khan and T. Ratnarajah, "Performance Analysis of Correlated Massive MIMO Systems with Spatially Distributed Users", IEEE Systems Journal,12, (2018), pages. 1850-1861,
- S. Biswas, K. Singh, Omid Taghizadeh, and T. Ratnarajah, "Coexistence of MIMO Radar and FD MIMO Cellular Systems with QoS Considerations", IEEE Transactions on Wireless Communications,17, (2018), pages. 7281-7294,
- K. Singh, K. Meng-Lin, Sudip Biswas and Tharmalingam Ratnarajah, "Energy-Efficient Subcarrier Pairing and Power Allocation for DF Relay Networks with an Eavesdropper", Energies,10, (2017), pages. 12,
- S. Vuppala, S. Biswas and T. Ratnarajah, "Secrecy Outage Analysis of k-th Best Link in Random Wireless Networks", IEEE Transactions on Communications,65, (2017), pages. 4478-4491,
- S. Biswas, S. Vuppala, J. Xue and T. Ratnarajah, "On the Performance of Relay Aided Millimeter Wave Networks", IEEE Journal of Selected Topics in Signal Processing,10, (2016), pages. 576-588, (Special Issue on mmWave)
- A. C. Cirik, S. Biswas, S. Vuppala, and T. Ratnarajah, "Robust transceiver design for full-duplex multi-user MIMO systems", IEEE Wireless Communications Letters,5, (2016), pages. 172-175,
- S. Biswas, C. Masouros and T. Ratnarajah, "Performance Analysis of Large Multiuser MIMO Systems with Space-Constrained 2-D Antenna Arrays", IEEE Transactions on Wireless Communications,15, (2016), pages. 3492-3505,
- A. C. Cirik, S. Biswas, S. Vuppala and T. Ratnarajah, "Beamforming design for full-duplex MIMO interference channels-QoS and energy efficiency considerations", IEEE Transactions on Communications,64, (2016), pages. 4635-4651,
- S. Vuppala, S. Biswas and T. Ratnarajah, "An Analysis on Secure Communication in Millimeter/Micro-Wave Hybrid Networks", IEEE Transactions on Communications,64, (2016), pages. 3507-3519,
- S. Biswas, S. Vuppala and T. Ratnarajah, "On the Performance of mmWave Networks Aided by Wirelessly Powered Relays", IEEE Journal of Selected Topics in Signal Processing (Special Issue on Energy Harvesting),10, (2016), pages. 1522-1537,
Conference
- V. Sharma, P. Saikia, S. Kumar Singh, K. Singh, W. Huang, and S. Biswas, "FEEL-enhanced Edge Computing in Energy Constrained UAV-aided IoT Networks", IEEE Wireless Communications and Networking Conference (WCNC), , (2023), pages. ,
- A. Mondal, A. Dutta, and S. Biswas, "Dueling-DQN Based Spectrum Sharing Between MIMO Radar and Cellular Networks", European Conference on Networks and Communications (EuCNC) and the 6G Summit, , (2023), pages. ,
- V. Sharma, A Paul, S. K. Singh, K. Singh, S. Biswas, and M-L Ku, "DRL-based Robust Transmission for Sub- Connected Active RIS-Assisted Communications", Global Conference on Communications (GLOBECOM), , (2023), pages. ,
- A. Mondal, and S. Biswas, "RIS-assisted Environment Aware Positioning in 6G Wireless Networks", Global Conference on Communications (GLOBECOM), , (2023), pages. ,
- P. Saikia, G. Wang, K. Singh, S. Singh, C-P. Li and S. Biswas, "Intelligent Online Caching Strategy in 6G- Enhanced Automated Vehicular Communications", IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), , (2023), pages. ,
- K. Singh, H. Albinsaid, S. Singh, C. Pan and S. Biswas, "DRL-Based Beamforming Design in RIS-Aided Multi-user Wireless Networks", IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), , (2023), pages. ,
- A. Mondal, S. Biswas, "Performance Analysis of RIS Aided IBFD STAR Wireless Networks", National Conference on Communications (NCC), , (2022), pages. ,
- B. Hazarika, K. Singh, S. Biswas, S. Mumtaz, and C-P. Li, "SAC-Based Resource Allocation for Computation Offloading in IoV Networks", European Conference on Networks and Communications (EuCNC) and the 6G Summit, , (2022), pages. ,
- U. Singh, J. Bajaj, B. K. Kanaujia, S. Biswas, "Transceiver and Phase Optimization for RIS-assisted Hardware- impaired MIMO Cellular Systems", IEEE INDICON, , (2022), pages. ,
- P. Saikia, K. Singh, O. Taghizadeh, W. -J. Huang and S. Biswas, "DRL Algorithms for Efficient Spectrum Sharing in RIS-aided MIMO Radar and Cellular Systems", IEEE Military Communications Conference (MILCOM), , (2022), pages. , Rockville, MD, USA
- B. Hazarika, K. Singh, C. -P. Li and S. Biswas, "Multi-Agent DRL-Based Computation Offloading in Multiple RIS-Aided IoV Networks", IEEE Military Communications Conference (MILCOM), , (2022), pages. , Rockville, MD, USA
- S. Biswas, U. Singh, and K. Nag, "Multi-Layer Perceptron-based Beamformer Design for Next-Generation Full- Duplex Cellular Systems", ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel Distributed Computing (SNPD), , (2021), pages. ,
- A. Jolly, K. Singh, S. Biswas, "An analysis on rate-splitting multiple access for IRS aided 6G communication", IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), , (2021), pages. ,
- K. Singh, S. Biswas, M. L. Ku and M. Flanagan, "Transceiver Design for Full-Duplex Ultra-Reliable Low-Latency Communications with Finite Blocklength", IEEE Wireless Commun. and Netw. Conference (WCNC), , (2020), pages. ,
- T. Zhang, S. Biswas, and T. Ratnarajah, "Performance Analysis of Cache Aided Hybrid mmWave & sub-6 GHz Massive MIMO Networks", IEEE International Workshop on Signal Processing Advances in Wireless Commun. (SPAWC), , (2020), pages. ,
- K. Singh, S. Biswas, Omid Taghizadeh, and T. Ratnarajah, "Beamforming Design for Coexistence of Full-Duplex Multi-Cell MU-MIMO Cellular Network and MIMO Radar", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), , (2019), pages. ,
- K. Singh, K. Wang, S. Biswas, Z. Ding, F. Khan, and T. Ratnarajah, "On the Design and Analysis of Full-Duplex Non-Orthogonal Multiple Access Systems", IEEE International Workshop on Signal Processing Advances in Wireless Commun. (SPAWC), , (2019), pages. ,
- T. Zhang, S. Biswas, and T. Ratnarajah, "An Analysis on Caching in Full-Duplex Enabled mmWave IAB HetNets", IEEE International Symposium on Wireless Commun. Systems (ISWCS), , (2019), pages. ,
- S. Biswas, K. Singh, T. Ratnarajah, M. Sellathurai, "Beamforming Design for Full-Duplex Cellular and MIMO Radar Coexistence: A Rate Maximization Approach", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), , (2018), pages. ,
- S. Biswas, K. Singh, Omid Taghizadeh, and T. Ratnarajah, "Transceiver design for spectrum sharing between FD cellular system and MIMO radar", IEEE International Workshop on Signal Processing Advances in Wireless Commun. (SPAWC), , (2018), pages. ,
- A. Gupta, S. Biswas, K. Singh, and T. Ratnarajah, "An Energy-Efficient Approach Towards Power Allocation in Non-Orthogonal Multiple Access Full-Duplex AF Relay Systems", IEEE International Workshop on Signal Processing Advances in Wireless Commun. (SPAWC), , (2018), pages. ,
- S. Biswas, K. Singh, Omid Taghizadeh, and T. Ratnarajah, "QoS-Based Robust Transceiver Design for Co-existence of MIMO Radar and FD MU-MIMO Cellular System", IEEE Global Communications Conference (GLOBECOM), , (2018), pages. ,
- A. C. Cirik, S. Biswas, S. Vuppala, and T. Ratnarajah, "Energy efficient beamforming design for full-duplex MIMO interference channels", IEEE International Conference on Communications (ICC), , (2017), pages. ,
- K. Singh, S. Biswas, A. Gupta and T. Ratnarajah, "Joint Power Allocation and Beamforming Design for Full-Duplex MIMO Cellular Systems with Spectrum Sharing Radar", NASA/ESA Conference on Adaptive Hardware and Systems (AHS), , (2017), pages. ,
- K. Singh, A. Gupta, S. Biswas, and T. Ratnarajah, "A Unified Approach Towards Green Resource Allocation in Relay-Assisted Multiuser Networks", IEEE Global Communications Conference (GLOBECOM), , (2017), pages. ,
- S. Biswas, S. Vuppala and T. Ratnarajah, "Massive 3D Antenna Array mmWave Systems", IEEE Global Communications Conference (GLOBECOM), , (2017), pages. ,
- S. Vuppala, S. Biswas, T. Ratnarajah, "Analysis of secure communication in millimetre wave networks: are blockages beneficial?", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), , (2016), pages. ,
- S. Biswas, C. Masouros and T. Ratnarajah, "On the Energy Efficiency of Massive MIMO with Space-Constrained 2D Antenna Arrays", IEEE International Conference on Communications (ICC), , (2016), pages. ,
- S. Vuppala, S. Biswas, J. Xue, and T. Ratnarajah, "On the Security Region of Best Source Indices in Random Wireless Networks", IEEE International Conference on Communications (ICC), , (2016), pages. ,
- S. Biswas, S. Vuppala, J. Xue, and T. Ratnarajah, "An Analysis on Relay Assisted Millimeter Wave Networks", IEEE International Conference on Communications (ICC), , (2016), pages. ,
- A. C. Cirik, S. Biswas, O. Taghizadeh, A. Liu, and T. Ratnarajah, "Robust transceiver design in full-duplex MIMO cognitive radios", IEEE International Conference on Communications (ICC), , (2016), pages. ,
- A. C. Cirik, J. Xue, S. Biswas, T. Ratnarajah and M. Sellathurai, "Transceiver design of optimum wirelessly powered full-duplex MIMO interference channel", IEEE International Workshop on Signal Processing Advances in Wireless Commun. (SPAWC), , (2016), pages. ,
- S Biswas, J Xue, F Khan, T Ratnarajah, "On the capacity of correlated massive MIMO systems using stochastic geometry", IEEE International Symposium on Information Theory (ISIT), , (2015), pages. 2603-2607,
- S. Biswas, C. Masouros and T. Ratnarajah, "On the effect of antenna correlation and coupling on energy-efficiency of massive MIMO systems", IEEE Personal, Indoor, and Mobile Radio Communications (PIMRC), , (2014), pages. ,
Book Chapters
- S. Biswas, A. Cirik, M. Filippou, and T. Ratnarajah, "Spectrum Sharing with Full Duplex", Spectrum Sharing: The Next Frontier in Wireless Networks (Chapter 10), (2020), John Wiley & Sons, Ltd