Department of Electronics and Electrical Engineering
Indian Institute of Technology Guwahati
Guwahati-781039, India

EEE Department, IIT Guwahati

Dr. Manoj B R

Manoj BR
Homepage

Ph.D., IIT Delhi
Post-Doc (Linköping University, Linköping, Sweden)
Designation: Assistant Professor

Dr. Manoj joined the institute in December, 2021.

Contact Details
Office Address : Room No. E1-410, 4th Floor, Mathematics Extension Block, IIT Guwahati, Guwahati-781039, India.
Phone: +91-361-258-3284 (Office)
Email: manojbriitg.ac.in

Research Areas
  • Wireless communications and networks
  • Deep learning for wireless communications and signal processing
  • Adversarial machine learning
  • Security and robustness of deep learning based wireless systems
  • Large-scale sensing using radio signals
  • Joint sensing and communications
  • Buffer-aided relaying networks
  • Markov chains and their applications
Selected Publications

Journal papers

  • B. R. Manoj, M. Sadeghi, and E. G. Larsson, “Downlink power allocation in massive MIMO via deep learning: Adversarial attacks and training,” accepted for publication in IEEE Transactions on Cognitive Communications and Networking, 2022.
  • P. M. Santos, B. R. Manoj, M. Sadeghi, and E. G. Larsson, “Universal adversarial attacks on neural networks for power allocation in a massive MIMO system,” IEEE Wireless Communications Letters, vol. 11, no. 1, pp. 67-71, Jan. 2022.
  • B. R. Manoj, G. Tian, S. Gunnarsson, F. Tufvesson, and E. G. Larsson, “Sensing and classification using massive MIMO: A tensor decomposition-based approach,” IEEE Wireless Communications Letters, vol. 10, no. 12, 2649--2653, Dec. 2021.
  • B. R. Manoj, R. K. Mallik, M. R. Bhatnagar, and S. Gautam, “Virtual full-duplex relaying in multi-hop DF cooperative networks using half-duplex relays with buffers,” IET Communications, vol. 13, no. 5, pp. 489-495, Mar. 2019.
  • B. R. Manoj, R. K. Mallik, and M. R. Bhatnagar, “Performance analysis of buffer-aided priority-based max-link relay selection in DF cooperative networks,” IEEE Transactions on Communications, vol. 66, no. 7, pp. 2826-2839, Jul. 2018.
  • B. R. Manoj, R. K. Mallik, and M. R. Bhatnagar, “Buffer-aided multi-hop DF cooperative networks: A state-clustering based approach,” IEEE Transactions on Communications, vol. 64, no. 12, pp. 4997-5010, Dec. 2016.

Conference papers

  • B. R. Manoj, G. Tian, S. Gunnarsson, F. Tufvesson, and E. G. Larsson, “Moving object classification with a sub-6 GHz massive MIMO array using real data,” in Proc. IEEE International Conf. on Acoustics, Speech and Signal Processing (ICASSP), Toronto, ON, Canada, Jun. 6-11, 2021, pp. 8133-8137.
  • B. R. Manoj, M. Sadeghi, and E. G. Larsson, “Adversarial attacks on deep learning based power allocation in a massive MIMO network,” in Proc. IEEE International Conf. on Communications (ICC), Montreal, QC, Canada, Jun. 14-23, 2021, pp. 1-6.
  • S. Joshi, B. R. Manoj, and S. P. Dash, “Buffer-aided AF cooperative relaying network with NOMA transmission scheme,” in Proc. IEEE International Conf. on Advanced Networks and Telecommunications Systems (ANTS), New Delhi, India, Dec. 14-17, 2020, pp. 1-6.
  • A. K. Shukla, B. R. Manoj, and M. R. Bhatnagar, “Virtual full-duplex relaying in a buffer-aided multi-hop cooperative network,” in Proc. International Conf. on Signal Processing and Communications (SPCOM), Indian Institute of Science, Bangalore, India, Jul. 20-23 2020, pp. 1-5.
  • B. R. Manoj, R. K. Mallik, and M. R. Bhatnagar, “Buffer-aided DF relaying network with CCI,” in Proc. IEEE Vehicular Technology Conf. (VTC) Fall, Honolulu, Hawaii, USA, Sep. 22-25 2019, pp. 1-5.
  • B. R. Manoj, R. K. Mallik, and M. R. Bhatnagar, “Priority-based max-link relay selection scheme for buffer-aided DF cooperative networks,” in Proc. IEEE Wireless Communications and Networking Conf. (WCNC), Barcelona, Spain, Apr. 15-18 2018, pp. 1-6.
  • B. R. Manoj, R. K. Mallik, and M. R. Bhatnagar, “Buffer-aided max-link relay selection in multi-hop DF cooperative networks,” in Proc. IEEE Vehicular Technology Conf. (VTC) Fall, Montreal, QC, Canada, Sep. 18-21 2016, pp. 1-7.
  • B. R. Manoj, J. Mishra, and P. R. Sahu, “Performance of ‘modified switch and Examine’ diversity combiner over generalized Gamma fading channels,” in Proc. IEEE National Conf. on Communications (NCC), IIT Guwahati, Guwahati, India, Mar. 4-6 2016, pp. 1-5.
  • B. Han, B. R. Manoj, V. I. Barousis, S. Vassilaras, C. B. Papadias, and A. Kalis, “Energy concerns of low complexity wireless sensor networks in structural health monitoring,” Smart Management for Sustainable Human Environment (SmartEN) Marie Curie ITN Final Conf., Oct. 9-10, 2013-Limassol, Cyprus.
  • B. R. Manoj, B. Han, and S. Vassilaras, “Performance analysis of cooperative beamforming for wireless sensor networks applications,” Smart Management for Sustainable Human Environment (SmartEN) Marie Curie ITN Final Conf., Oct. 9-10, 2013-Limassol, Cyprus.
  • S. Srivastava, P. Ummiti, M. R. Shreyas, N. R. Gowtham, and Manoj B. R., “Investigation of switch and stay combiner performance over ‘independent’ and ‘i.i.d.’ K fading channels,” in Proc. IEEE International Conf. on Signal Processing, Computing and Control (ISPCC), Shimla, India, Sep. 26-28 2013, pp. 1-6.
  • Manoj B. R. and P. R. Sahu, “Performance analysis of dual-‘switch and stay’ combiner over correlated KG fading channels,” in Proc. IEEE National Conf. on Communications (NCC), IIT Delhi, New Delhi, India, Feb. 2013, pp. 1-5.