Brijesh Soni
Postdoctoral Fellow
Brijesh Soni
Ph.D.
Contact
245 Beacon Street
Email: brijesh.soni@bc.edu
Education
- B.E., B.V.M Engineering College
- M.E., L.D College of Engineering
- Ph.D., Ahmedabad University
Research Interests
Applied Machine learning/Deep Learning for xG Wireless Networks, Dynamic Spectrum Access, Wireless communications.
Peer Reviewed Journal Publications
- Brijesh Soni, Dhaval K. Patel, Z. Ding, Y. L. Guan, S. Sun, “On Sensing Performance of Multi-antenna Mobile Cognitive Radio conditioned on Primary User Activity Statistics,”in IEEE Transactions on Wireless Communications, vol. 21, no. 5, pp. 3381-3394, May 2022,
- Brijesh Soni, Dhaval K. Patel and M. López-Benítez, "Long Short-Term Memory Based Spectrum Sensing Scheme for Cognitive Radio Using Primary Activity Statistics," IEEE Access, vol. 8, pp. 97437-97451, 2020 [Code]
- Dhaval K. Patel, Brijesh Soni, and Miguel López-Benítez, “Improved likelihood Ratio statistics based Cooperative Spectrum Sensing for Cognitive Radio”, IET Communications, Vol. 14, Iss. 11, pp. 1675-1686, Jun. 2020
- Dhaval K. Patel, Miguel López-Benítez, Brijesh Soni, Angel Garcia Fernandez, “Artificial Neural Network Design for Improved Spectrum Sensing in Cognitive Radio”, Springer Wireless Networks, vol 26, pp 6155-6174, July 2020 [Code]
- Dhaval K. Patel, Brijesh Soni, and Miguel López-Benítez, “On the estimation of primary user activity statistics for long- and short-time scale models in cognitive radio”, Springer Wireless Networks, vol 25, pp 5099-5111, August 2019
Peer Reviewed Conference Publications
- Shreyansh Shah, Dhaval K. Patel, Brijesh Soni, Miguel López-Benítez and Sagar Kavaiya, “Weighted Cooperative Spectrum Sensing for Cognitive Vehicular Networks”, Proc. of 94th IEEE Vehicular Technology Conference (VTC-Fall 2021), virtual conference, Sept. 2021, pp. xx-xx (accepted for publication).
- Shreyansh Shah, Dhaval K. Patel, Brijesh Soni, Miguel López-Benítez and Sagar Kavaiya, “Impact of Mobility on the Estimation of Primary Channel Activity Statistics”, Proc. of 94th IEEE Vehicular Technology Conference (VTC-Fall 2021), virtual conference, Sept. 2021, pp. xx-xx (accepted for publication).
- Brijesh Soni, Dhaval K. Patel, Sagar Kavaiya, Mazen O. Hasna, and Miguel López-Benítez, "On Physical Layer Security of Correlated Multiantenna Cognitive Radio Receivers," Proc. of 27th IEEE National Conference on Communications (NCC), IIT Kanpur- IIT Roorkee, India, July 2021, pp. 1-6
- Bhargav Patel, Dhaval K. Patel, Brijesh Soni, Miguel López-Benítez and Sagar Kavaiya, “LSTM Autoencoder aided Estimation of Primary Activity Statistics under Imperfect Sensing”, Proc. of 13th International Conference on COMmunication Systems & NETworkS (COMSNETS)", Bangalore, India, 2021, pp. 242-245.
- Dhaval K. Patel, Brijesh Soni, Y. L. Guan, S. Sun, Y. Chang, and J. Lim, “Performance analysis of arbitrary correlated multiantenna receiver for mobile cognitive user,” in Proc. IEEE GLOBECOM, Taiwan, Dec. 2020, pp. 1-6
- Brijesh Soni, Dhaval K. Patel, Y. L. Guan, S. Sun, Y. C. Chang and J. M. Lim, "Performance Analysis of NOMA aided Cooperative Relaying over $\alpha$-$\eta$-$\kappa$-$\mu$ Fading Channels," Proc. of 26th IEEE National Conference on Communications (NCC), Kharagpur, India, Feb. 2020, pp. 1-6
- Shweta Thakur, Dhaval K. Patel, Brijesh Soni, Mehul Raval , Sanjay Chaudhary, "Prediction for the Second Wave of COVID-19 in India" Proc. of 8th International Conference on Big Data Analytics (BDA) 2020, Lecture Notes in Computer Science, vol 12581. Springer, Cham. [Link]
- Bansi Gajera, Dhaval K. Patel, Brijesh Soni and M. López-Benítez, "Performance Evaluation of Improved Energy Detection under Signal and Noise Uncertainties in Cognitive Radio Networks," IEEE International Conference on Signals and Systems (ICSigSys), Bandung, Indonesia, 2019, pp. 131-137.
- Nikhil Balwani, Dhaval K. Patel, Brijesh Soni, Miguel López-Benítez, “Long Short-Term Memory based Spectrum Sensing Scheme for Cognitive Radio”, Proc. of the 30th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Turkey, Sep 8, 2019, pp. 1-6
- Bansi Gajera, Dhaval K. Patel, Brijesh Soni and M. López-Benítez, "Experimental Performance Evaluation of Improved Energy Detection under Noise Uncertainty in Low SNR Regime," IEEE Wireless Communications and Networking Conference Workshop (WCNCW), Marrakech, Morocco, 2019, pp. 1-6. [Link]