Manoj B R
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Publications

Journal Publications

  1. B. R. Manoj, M. Sadeghi, and E. G. Larsson, "Downlink power allocation in massive MIMO via deep learning: Adversarial attacks and training," IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 707-719, Jun. 2022.

  2. 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.

  3. 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, pp. 2649-2653, Dec. 2021.

  4. 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.

  5. 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.

  6. 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 Publications

  1. P. Chaudhary, I. Chauhan, B. R. Manoj, and M. R. Bhatnagar, "Linear regression-based channel estimation for non-Gaussian noise," accepted for publication in IEEE 99th Vehicular Technology Conference (VTC-Spring), Singapore, Jun. 24-27, 2024.

  2. R. Udaiwal, N. M. Baishya, Y. Gupta, and B. R. Manoj, "BiLSTM and attention-based modulation classification of realistic wireless signals," accepted for publication in International Conference on Signal Processing and Communications (SPCOM), IISc Bangalore, India, Jul. 1-4, 2024.

  3. H. Raj, U. Singh, and B. R. Manoj, "On the performance of IRS-assisted SSK and RPM over Rician fading channels," accepted for publication in IEEE 99th Vehicular Technology Conference (VTC-Spring), Singapore, Jun. 24-27, 2024.

  4. N. M. Baishya and B. R. Manoj, "Adversarial robustness of distilled and pruned deep learning-based wireless classifiers," accepted for publication in IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr. 21-24, 2024.

  5. N. M. Baishya, B. R. Manoj, and P. K. Bora, "Edge-efficient deep learning models for automatic modulation classification: A performance analysis," accepted for publication in IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr. 21-24, 2024.

  6. S. Vavilapalli, N. M. Baishya, B. R. Manoj, and K. Dhaka, "Input agnostic Trojan attack for deep learning-based wireless signal classification," in Proc. National Conference on Communications (NCC) , IIT Madars, India, Feb. 28-Mar. 2, 2024, pp. 1-6.

  7. S. Chakraborty and B. R. Manoj, "Power allocation in a cell-free MIMO system using reinforcement learning-based approach," in Proc. National Conference on Communications (NCC) , IIT Guwahati, Assam, India, Feb. 23-26, 2023, pp. 1-6.

  8. B. R. Manoj, P. M. Santos, M. Sadeghi, and E. G. Larsson, "Toward robust networks against adversarial attacks for radio signal modulation classification," in Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Oulu, Finland, Jul. 4-6, 2022, pp. 1-5.

  9. 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.

  10. 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.

  11. 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.

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. B. Han, Manoj B. R., 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.

  18. Manoj B. R., 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.

  19. 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.

  20. 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.