Dr. Sandesh Jain

Academic Credentials

Ph.D.: Indian Institute of Technology Indore, 2022.

M. Tech.: Institute of Engineering & Technology, Devi Ahilya Vishwavidyalaya, Indore, 2016.

B.E.:  Medicaps Institute of Technology & Management, Indore, 2010.

Sponsored Projects:

[P6]: PI: Dr. Sandesh Jain, "CreditMitra: India’s Privacy-Preserving Agentic AI System for Automated Credit Underwriting from Heterogeneous Bank Statements", TIH-IoT, Chanakya Fellowship, IIT Bombay, project duration: 10 months, 3.6 lacs (Ongoing).

[P5]: PI: Dr. Sandesh Jain, "Design of Nonlinear Sparse Channel Estimation Algorithms for MIMO Millimetre-Wave Communication", Faculty Initiation Grant, ABV-IIITM Gwalior, project duration: 3 years, 10 lacs (Completed).

[P4]: Co-PI: Dr. Sandesh Jain, "Modeling and Simulation of Packaging Effects on MMIC Die Performance in HTCC-Based RF Package at Microwave Frequencies (S-Band to Q-Band)", ISRO Respond, project duration: 1.5 years, 20 lacs (Ongoing)

[P3]: Co-PI: Dr. Sandesh Jain, "Design and Implementation of Compensation Strategies for Hardware Impairments in 6G OTFS Systems", India-Taiwan Programme of Cooperation in Science & Technology (accepted).

[P2]: Co-PI: Dr. Sandesh Jain, "Behavior-Conditioned Safety-Aware Synthetic Scenario Generation for the Indian Traffic", IHub-Data, IIIT Hyderabad Sponsored Project, duration: 1 year, 10 Lacs (Completed)

[P1]: Co-PI: Dr. Sandesh Jain, “Design and Analysis of Reconfigurable THz Antenna with Machine Learning Approach for 6G Application”, TTDF-DoT, GoI Sponsored Project, duration: 2 years, 16.31 Lakh (Ongoing)

Patents: 2 (Granted) and 1 (Published)

1.  A. Kumar, S. Jain and S. Majhi, “Channel Estimator and Symbol Detector for OTFS Systems Impaired by Impulsive Noise, IN Patent No. 202341085757, Dated 23/08/2024 (Granted).

2. R. Kala, S. Jain, and D. K. Dewangan, “Drone-Assisted V2X Communication System for Anticipatory Collision Avoidance and Aggressive Driver Detection for Smart City Applications”, Indian Patent IN 202521067021, Dated 2/3/2026 (Granted).

3. S. Jain, R. Kala, D. K. Dewangan, A. Ranjan, and S. Yadav, “Quaternion Recursive Adaptive Filtering Algorithms for Multidimensional Parameter Estimation and Vehicle Localization Under in Non-Gaussian Environments”, Indian Patent IN Patent No. 202521069515 (published)

Book Chapters:

[B1]: S. Jain, A. Agrawal, V. Bhatia, and S. Prakash, “Crosstalk Mitigation in Long-Reach Multicore Fiber Communication Systems Using RKHS Based Nonlinear Equalization", In Optical Network Design and Modeling (ONDM), Lecture Notes in Computer Science, Springer, Cham, vol 11616, pp. 398–411, 2020, ISBN: 978-3-030-38085-4, DOI: 10.1007/978-3-030-38085-4_34.

Invited Talks:

[I7]: Invited Talk on "Hyperparameter-Free Information Theoretic Learning", in 2 days Self-Sponsored Workshop, on 10th-11th June 2026, Organized by CMRIT Bangalore, India.

[I6]: Invited Talk on "Hands-on LATEX for Efficient Research Papers Writing", in One-Day Self-Sponsored Workshop, on 12th March 2026, Organized by ABV-IIITM Gwalior, India.

[I5]: Invited Talk on “Hands-on Training on ML for MIMO Millimetre Wave Communications" in One-Week Self-Sponsored FDP Titled "AI/ML Applications for Next-Generation Wireless Communications," on 3-9th Feb 2025, and Organized by Electrical and Electronics Engineering Department, ABV-IIITM Gwalior, India.

[I4]: Invited Talk on “Sparse Signal Processing for MIMO Millimetre Wave Communications" in Workshop Titled "5G & B5G Wireless Technologies with Simulations and Hands-on Training on MIMO Prototyping System," on 10-16th June 2024, sponsored
by SERB under the Accelerate Vigyan scheme and conducted by IIITDM, Jabalpur, India.

[I3]: Invited Talk on “Intelligent Autonomous Systems Using Visible Light Communication in Workshop titled “Emerging Technologies and Challenges in Robotics and Autonomous Systems,” on 24-25th May 2024, sponsored by the TIIC, Gwalior and
conducted by the Center for Autonomous Systems, ABV-IIITM Gwalior, India.

[I2]: Invited talk on “Intelligent Transportation Systems Using Visible Light Communication” in workshop titled “Intelligent Transportation Systems towards Safe, Clean and Sustainable," on 12 -13th May 2023, sponsored by the TIIC, Gwalior and conducted
by the Department of Electrical and Electronics Engineering, ABV-IIITM Gwalior, India.

[I1]: Invited talk on “Sparse Signal Processing for millimetre wave communications” in High End Workshop (KARYASHALA) titled "mmWave Band: The Road Towards Next Generation Wireless Communication " during July 17-23, 2023 sponsored by
SERB under the Accelerate Vigyan scheme and conducted by Indian Institute of Information Technology, Kota, India.

Academic Qualifications

Selected Publications: Total Journals: 27 (Q1: 22, SCI: 27) and Total Conferences: 18

JOURNALS: 

[J27] N. Goel, P. Kumar, R. Singh, S. Jain, M. Tolani, S. Darshi, "UAV-Assisted-IRS-Aided-UE: Analysis of Ergodic Capacity, Outage Probability, and Diversity Order", IEEE Wireless Communication Letters, Vol. 15 (2026), pp. 3314-3318 (Q1, IF = 5.5).

[J26] N. Goel, P. Kumar, S. Jain, M. Tolani, S. V. Ydav, S. Darshi, "Secrecy Outage and Capacity Analysis for UAV-assisted IRS-aided G2G System", Scientific Reports, 2026 (Q1, IF = 4.9).

[J25] S. Yadav, S. Jain, R. Mitra, A. Ranjan, V. Bhatia, O. Krejcar, P. Brida, "Quaternion Maximum Versoria Criterion Algorithm for Channel Estimation Under Non-Gaussian Noise", IEEE Access, Vol. 14 (2026), pp. 70925-70940 (Q1, IF = 4.2).

[J24] D. Boro, S. Jain, R. Mitra, S. Jain, "Log-Hyperbolic Cosine Based Sparse Channel Estimation for Hybrid MIMO Millimeter Wave Communication Under Impulsive Noise", Elsevier, Computers and Electrical Engineering, Vol. 133 (2026),  pp. 111044 (Q1, IF = 5.5).

[J23] R. Mitra, S. Jain, K. Venkateswaran, R. Kumar, V. Bhatia, and O. Krejcar, "Hyperparameter-Free Maximum Versoria Criterion Based Channel-State Acquisition for mmWave Hybrid MIMO With Hardware Impairments," IET Communications, vol. 20, no. 1, 2026 (Q2, IF = 1.6)..

[J22] S. Jain, P. Kumar, R. Mitra, P. Kumar Singya, S. Sharma and V. Bhatia, "Generalized Versoria Soft-Root-Sign-Based Adaptive Filter for System Identification Under Impulsive Noise," IEEE Access, vol. 13, pp. 179315-179332, 2025 (Q1, IF = 4.2).

[J21] V. Bhatia, R. Kumar, R. Mitra, S. Jain, V. B. Shukla, K Venkateswaran, O. Krejcar, "Convergence Analysis of Hyperparameter-free MCC-based Channel-Estimation for mmWave MIMO Systems", Frontiers in Signal Processing, vol. 5, p. 1709070, 2025 (Q2, IF = 2.6)..

[J20]: D. Boro, S. Jain, R. Mitra and P. Swami, "LHCAF-Based Hyperparameter-Free Sparse Channel Estimator for Hybrid MIMO Millimeter Wave Communication Under Impulsive Noise," IEEE Signal Processing Letters, vol. 32, pp. 3515-3519, 2025 (Q1, IF = 3.9).

[J19]: P. Tiwari, J. K. Rai, P. Ranjan, S. Ghosh, R. Chowdhury and S. Jain, "Design and Analysis of Wideband MIMO THz Sensing Antenna Enabled by Machine Learning for Cognitive Radio: Toward 6G," IEEE Communications Standards Magazine, vol. 9, no. 4, pp. 152-157, 2025 (Q1, IF = 5.1).

[J18]: A. Ranjan, S. Yadav, S. Jain, R. Mitra and M. Uysal, "Quaternion Recursive Maximum Correntropy and Versoria Criterion Algorithm for Channel Estimation Under Impulsive Noise," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 72, no. 8, pp. 4209-4222, 2025 (Q1, IF = 5.6).

[J17]: R. Kaur, B. Bansal, S. Majhi, S. Jain, C. Huang and C. Yuen, "A Survey on Reconfigurable Intelligent Surface for Physical Layer Security of Next-Generation Wireless Communications," IEEE Open Journal of Vehicular Technology, vol. 5, pp. 172-199, 2024 (Q1, IF = 6.4).

[J16]: S. Jain and S. Majhi, "Sparsity-Constrained Kernel Generalized Maximum Versoria Criterion With Variable Center," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 70, no. 11, pp. 4261-4265, Nov. 2023 (Q1, IF = 4.4).

[J15]: A. Kumar, S. Jain and S. Majhi, "Channel Estimator and Symbol Detector for OTFS Systems Impaired by Impulsive Noise," IEEE Communications Letters, vol. 27, no. 10, pp. 2742-2746, 2023 (Q1, IF = 4.5).

[J14] S. Jain and S. Majhi, "Sparsity-Constrained Kernel Recursive Generalized Maximum Versoria Criterion Algorithm," IEEE Signal Processing Letters, vol. 30, pp. 498-502, 2023 (Q1, IF = 3.9).

[J13] S. Jain, R. Mitra, O. Krejcar, J. Nebhen, V. Bhatia, “Kernel Recursive Maximum Versoria Criterion based Post-Distorter for VLC using Kernel-Width Sampling," IEEE Photonics Journal, vol. 14, no. 3, pp. 1-12, 2022 (Q2, IF = 2.4).

[J12] R. Mitra, S. Jain, G. Kaddoum, “Recursive Hyperparameter Free Criterion Learning", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 11, pp. 4618-4621, 2022 (Q1, IF = 4.4).

[J11] M. S. Chaudhari, S. Majhi and S. Jain, "CNN-Attention-DNN Design for CFO Estimation of Non-Pilot-Assisted OFDM System," IEEE Communications Letters, vol. 27, no. 2, pp. 551-555, 2022 (Q1, IF = 4.5).

[J10] S. Jain, S. Majhi, “Zero-Attracting Kernel Maximum Versoria Criterion Algorithm for Nonlinear Sparse System Identification", IEEE Signal Processing Letters, vol. 29, pp. 1546-1550, 2022 (Q1, IF = 3.9).

[J9] V. Bhatia, S. Jain, K. Garg and R. Mitra, “Performance Analysis of RKHS Based Detectors for Nonlinear NLOS Ultraviolet Communications," IEEE Transactions on Vehicular Technology, vol. 70, no. 4, 2021 (Q1, IF = 7.5).

[J8] R.Mitra, V.Bhatia, S.Jain, and K.Choi, “Performance Analysis of Random Fourier Features-Based Unsupervised Multistage-Clustering for VLC," IEEE Communications Letters, vol. 25, no. 8, pp. 2659-2663, 2021 (Q1, IF = 4.5).

[J7] S. Jain, R. Mitra and V. Bhatia, “Kernel Recursive Maximum Versoria Criterion Algorithm Using Random Fourier Features", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 68, no. 7, pp. 2725-2729, 2021 (Q1, IF = 4.4).

[J6] S. Jain, R. Mitra and V. Bhatia, “Kernel MSER-DFE Based Post-Distorter for VLC Using Random Fourier Features", IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 16241-16246, 2020 (Q1, IF = 7.5).

[J5] S. Jain, R. Mitra, and V. Bhatia, “On BER Analysis of Nonlinear VLC Systems Under Ambient Light and Imperfect/Outdated CSI", OSA Continuum, vol. 3, no. 11, pp. 3125-3140, 2020 (Q2, IF = 1.6).

[J4] R. Mitra, S. Jain, and V. Bhatia, “Least Minimum Symbol Error Rate Based Post Distortion for VLC Using Random Fourier Features", IEEE Communication Letters, vol. 24, no. 4, pp. 830-834, 2020 (Q1, IF = 4.5).

[J3] S. Jain, R. Mitra, and V. Bhatia, “Hybrid Adaptive Precoder and Post-Distorter for Massive-MIMO-VLC", IEEE Communication Letters, vol. 24, no. 1, pp. 150-154, 2020 (Q1, IF = 4.5).

[J2] S. Jain, R. Mitra, and V. Bhatia, “KLMS-DFE Based Adaptive Post-Distorter for Visible Light Communication", Optics Communications, vol. 451, pp. 353-360, 2019 (Q2, IF = 2.7).

[J1] S. Jain, R. Mitra, and V. Bhatia, “Adaptive Precoding-Based Detection Algorithm for Massive MIMO Visible Light Communication", IEEE Communication Letters, vol. 22, no. 9, pp. 1842-1845, 2018 (Q1, IF = 4.5).

CONFERENCES: 

[C18] S. Rai, S. Jain, M. S. Chaudhari, and P. S. Thakur, "CFO Estimation for OFDM Based Wireless Communication Systems Under Impulsive Noise," In 2026 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2026 (accepted).

[C17] V.Bisouriya, H.Das, S. Jain, M.Pattanaik, A. K. Kamal, "A Comprehensive Analysis of ML-based Approaches for IC Yield Prediction," In 2026 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2026 (accepted).

[C16] M.Chouksey, S. Jain, "Logarithmic Hyperbolic Cosine Adaptive Filter With Variable Center based Channel Estimation Under Non-Zero-Mean Non-Gaussian Noise," In IEEE Region 10 Conference (TENCON), Malaysia, 2025.

[C15] M.Chouksey, S. Jain, V. Bhatia, "Sparsity-Aware Logarithmic Hyperbolic Cosine Adaptive Filter With Variable Center," In IEEE 2025 International Conference on Advanced Networks and Telecommunications Systems (ANTS), 2025.

[C14] A. Verma, R. Mitra, S. Jain, K. Venkateswaran, and V. Bhatia, "Hyperparameter Free RFF based Post-Distortion for Multi-RIS Aided DCO-OTFS VLC System with LED Non-Linearity," In IEEE 2025 International Conference on Advanced Networks and Telecommunications Systems (ANTS), 2025.

[C13] D. Sanghvi, S. Jain, M. Pattanaik, V. Bhatia, “Sparse Channel Estimation for Hy brid MIMO Millimeter Wave Communication Impaired by Impulsive Noise", In IEEE 2025 National Conference on Communications (NCC), 2025.

[C12] M. Kourav, P. Singya, S. Jain, “UAV assisted Satellite-Air-Ground Communica tion: Performance Analysis", In 2025 IEEE International Conference on Interdisci plinary Approaches in Technology and Management for Social Innovation (IATMSI), 2025.

[C11] S. Jain, P. Singya, V. B. Shukla, S. Majhi, and V. Bhatia, “Nonlinear Sparse Chan nel Estimator for Hybrid MIMO Millimeter Wave Communication", In 2024 IEEE 35th Annual International Symposium on Personal, Indoor and Mobile Radio Commu nications (PIMRC), 2024.

[C10] S. Bisen, J. Jose, S. Jain, and V. Bhatia, “On Outage Performance of Backscat ter NOMA System Under Imperfect DLI Cancellation", In 2024 IEEE 35th An nual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2024. 

[C9] V. Sharma, P. Keshari, S. Sharma, K. Deka, S. Jain, and V. Bhatia, “Deep Learning Based Mitigation of Nonlinear Hardware Impairments for THz Communication", In 2024 IEEE 35th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2024.

[C8] A. Sharma, S. Jain, R. Mitra and V. Bhatia, "Performance Analysis of OTFS Over Mobile Multipath Channels for Visible Light Communication", In IEEE Region 10 Conference (TENCON), Osaka, Japan, pp. 490-495, 2020.

[C7] A. Sharma, S. Jain, R. Mitra, and V. Bhatia, “Performance Analysis of OTFS Over Multipath Channels for Visible Light Communication", In IEEE International Con ference on Communications, Signal Processing, and their Applications (ICCSPA), pp. 1-6, 2020.

[C6] P. K. Anand, S. Jain, R. Mitra, and V. Bhatia, “Random Fourier Features Based Post-Distortion for Massive-MIMO Visible Light Communication", In IEEE In ternational Conference on Communications, Signal Processing, and their Applications (ICCSPA), pp. 1-6, 2020.

[C5] M. S. Thakur, S. Jain, and V. Bhatia, “Volterra-DFE Based Nonlinear Equalizer for Diffusion based Molecular Communications", In IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-5, 2019.

[C4] S. Jain, A. Agrawal, R. Mitra, V. Bhatia, and S. Prakash, “Low Complexity Kernel MSER Based Equalizer for Crosstalk Mitigation in Multicore Fiber Communi cation", In International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-6, 2019.

[C3] M. S.Thakur, S. Jain, S. Sharma,and V. Bhatia,“Nonlinear Receiver for Diffusion Based Molecular Communications", In IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp. 1-6, 2019.

[C2] S. Jain, R. Mitra, and V. Bhatia, “Multivariate-KLMS based Post-Distorter for Non-linear RGB-LEDs for Color-Shift Keying VLC", In IEEE 30th Annual Inter national Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp. 1-6, 2019.

[C1] S. Jain, R. Mitra, and V. Bhatia, “Kernel Adaptive Filtering Based on Maximum Versoria Criterion", In IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-6, 2018.

Competitive Grant(s):

Faculty Development / Management Development / Workshops / Conferences