Deptt. of Computer Science & Engineering

Journal Papers:

[1] T. Kaur, Jagdeep Singh, and M. Singh, “Optimization-driven localization in wireless sensor networks: A comprehensive review of single and hybrid metaheuristic approaches,” International Journal of Communication Systems, Accepted, pp. 1–18, 2025. Wiley. ISSN: 1074-5351. SCI Indexed | Impact Factor: 2.1

[2] A. Kumar, S. Borah, and Jagdeep Singh, “A dynamic context-based routing protocol for effective packet forwarding in opportunistic network,” International Journal of Sensor Networks, Accepted, pp. 1–22, 2025. Inderscience. ISSN: 1748-1279. SCI Indexed | Impact Factor: 1.1

[3] Jagdeep Singh, S. K. Dhurandher, I. Woungang, and H. C. Chao, “Context-aware trust and reputation routing protocol for opportunistic IoT networks,” Sensors, vol. 24, p. 7650, 2024. ISSN: 1424-8220. SCI Indexed | Impact Factor: 3.4

[4] M. Bhardwaj, Jagdeep Singh, N. Gupta, K. Singh, and S. K. Dhurandher, “A novel federated learning approach for routing optimization in opportunistic IoT networks,” International Journal of Sensor Networks, vol. 44, pp. 1–16, 2024. Inderscience. ISSN: 1748-1279. SCI Indexed | Impact Factor: 1.1

[5] A. Dutta, S. J. Borah, and Jagdeep Singh, “A Bayesian approach using spatio-temporal features for suitable next hop selection in opportunistic networks,” International Journal of Communication Systems, vol. 37, pp. 1–14, 2024. Wiley. ISSN: 1074-5351. SCI Indexed | Impact Factor: 2.1

[6] Jagdeep Singh, S. K. Dhurandher, V. Kumar, I. Woungang, and L. Barolli, “Survey on securing wireless networks through a blockchain-based framework,” Journal of High-Speed Networks, Pre-press, pp. 1–12, 2024. IOS Press. ISSN: 0926-6801. WoS, ESCI Indexed | Impact Factor: 1.2

[7] N. Gupta, Jagdeep Singh, S. K. Dhurandher, and Z. Han, “Contract theory-based incentive design mechanism for opportunistic IoT networks,” IEEE Internet of Things Journal, vol. 10, no. 4, pp. 2881–2892, 2023. IEEE. ISSN: 2327-4662. SCI Indexed | Impact Factor: 11.705

[8] Jagdeep Singh and S. K. Dhurandher, “SMGSAF: A secure multi geocasting scheme for opportunistic networks,” International Journal of Grid and Utility Computing, vol. 14, no. 5, 2023. Inderscience. ISSN: 1741-847X. SCI Indexed | Impact Factor: 0.8

[9] Jagdeep Singh, I. Woungang, S. K. Dhurandher, and K. Khalid, “A jamming attack detection technique for opportunistic networks,” Journal of Internet of Things, vol. 17, p. 100464, 2022. Elsevier. ISSN: 2542-6605. SCI Indexed | Impact Factor: 7.6

[10] Jagdeep Singh, S. K. Dhurandher, I. Woungang, and L. Barolli, “Double Q-learning based routing protocol for opportunistic networks,” Journal of High-Speed Networks, vol. 28, no. 4, 2022. IOS Press. ISSN: 0926-6801. WoS, ESCI Indexed | Impact Factor: 1.2

[11] S. K. Dhurandher, Jagdeep Singh, P. Nicopolitidis, R. Kumar, and G. Gupta, “A blockchain-based secure routing protocol for opportunistic networks,” Journal of Ambient Intelligence and Humanized Computing, vol. 12, pp. 1–13, 2021. Springer. ISSN: 1868-5137. SCI Indexed | Impact Factor: 7.104

[12] K. Khalid, I. Woungang, S. K. Dhurandher, and Jagdeep Singh, “Reinforcement learning-based fuzzy geocast routing protocol for opportunistic networks,” Journal of Internet of Things, vol. 14, p. 100384, 2021. Elsevier. ISSN: 2542-6605. SCI Indexed | Impact Factor: 7.6

[13] K. Khalid, I. Woungang, S. K. Dhurandher, Jagdeep Singh, and L. Barolli, “A fuzzy-based check-and-spray geocast routing protocol for opportunistic networks,” Journal of High-Speed Networks, vol. 27, no. 1, 2021. IOS Press. ISSN: 0926-6801. WoS, ESCI Indexed | Impact Factor: 1.2

[14] S. K. Dhurandher, Jagdeep Singh, I. Woungang, R. Kumar, and G. Gupta, “Message trust‐based secure multipath routing protocol for opportunistic networks,” International Journal of Communication Systems, vol. 33, no. 8, p. e4364, 2020. Wiley. ISSN: 1074-5351. SCI Indexed | Impact Factor: 2.1

[15] G. S. Kasturi, A. Jain, and Jagdeep Singh, “Detection and classification of radio frequency jamming attacks using machine learning,” Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 11, 2020. NDSL. ISSN: 2093-5374. WoS, ESCI Indexed | Impact Factor: 0.6

[16] K. Khuram, I. Woungang, S. K. Dhurandher, Jagdeep Singh, and J. J. P. C. Rodrigues, “Energy-efficient check-and-spray geocast routing protocol for opportunistic networks,” Information, vol. 11, no. 11, 2020. ISSN: 2078-2489. WoS, ESCI Indexed | Impact Factor: 3.0

[17] I. Woungang, S. K. Dhurandher, Jagdeep Singh, and S. J. Borah, “Energy-aware routing for efficient green communication in opportunistic networks,” IET Networks, vol. 8, no. 4, 2019. IET. ISSN: 2047-4954. WoS, ESCI Indexed | Impact Factor: 1.6

[18] S. K. Dhurandher, Jagdeep Singh, I. Woungang, and J. J. P. C. Rodrigues, “Disjoint multipath based secure routing in opportunistic networks,” Journal of Internet Technology, vol. 20, pp. 1683–1692, 2019. National Taiwan Normal University. ISSN: 1607-9264. SCI Indexed | Impact Factor: 1.3

International Conference Papers:

[1] Jagdeep Singh, S. K. Dhurandher, I. Woungang, “A Bayesian Trust-Based Secured Routing Protocol for Opportunistic Networks,” Accepted for publication in IEEE Conference on Communications and Network Security (IEEE CNS – INSEPTION 2025), Avignon, France, 8–11 September 2025.

[2] A. Dutta, S. J. Borah, and Jagdeep Singh, “Dynamic trust and reputation-based framework for opportunistic networks,” in Proc. of the 3rd NIELIT International Conference on Communication, Electronics and Digital Technology (NICEDT), Ropar, India, 2025.

[3] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Federated learning empowered routing for opportunistic network environments,” in Proc. of IEEE ICC, Denver, CO, USA, pp. 1–5, 2024. (A flagship conference of the IEEE Communications Society*)

[4] A. Dutta, S. J. Borah, and Jagdeep Singh, “Energy-aware probability-based message forwarding model for next hop selection in opportunistic networks,” in Proc. of NCIESA, NIT Kurukshetra, IEEE, pp. 1–6, 2024.

[5] A. Dutta, S. J. Borah, and Jagdeep Singh, “Energy-efficient encounter, buffer, and contact duration-based routing protocol in opportunistic networks,” in Proc. of NICEDT, Guwahati, India, Springer, pp. 1–6, 2024.

[6] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Deep Q-network dueling-based opportunistic data transmission in blockchain-enabled M2M communication,” in Proc. of IEEE GLOBECOM, Kuala Lumpur, Malaysia, pp. 1–6, 2023. (A flagship conference of the IEEE Communications Society*)

[7] Jagdeep Singh, S. K. Dhurandher, I. Woungang, and P. Chatzimisios, “A buffer occupancy estimation model for opportunistic networks,” in Proc. of BSC, Quebec, Canada, IEEE, pp. 1–6, 2023.

[8] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Multivariate Gaussian mixture-based prediction model for opportunistic networks,” in Proc. of IEEE ICC, Seoul, South Korea, pp. 4932–4937, 2022. (A flagship conference of the IEEE Communications Society*)

[9] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Reinforcement learning-based congestion control mechanism for opportunistic networks,” in Proc. of IEEE GLOBECOM, Rio de Janeiro, Brazil, pp. 1–6, 2022. (A flagship conference of the IEEE Communications Society*)

[10] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Game theory-based energy-efficient routing in opportunistic networks,” in Proc. of AINA, Sydney, Australia, Springer, pp. 627–639, 2022.

[11] S. J. Borah, Jagdeep Singh, and T. D. Singh, “EBC: Encounter buffer and contact duration-based routing protocol in opportunistic networks,” in Proc. of WIDECOM, Windsor, Canada, Springer, pp. 1–6, 2022.

[12] Jagdeep Singh, S. K. Dhurandher, I. Woungang, and T. M. N. Ngatched, “Multi-agent reinforcement learning-based approach for the vehicle routing problem,” in Proc. of Pan-African AI Smart Systems Conference, Springer, pp. 411–422, 2022.

[13] A. K. Khatta, Jagdeep Singh, and G. Kaur, “Vehicle routing problem with value iteration network,” in Proc. of International Conference on Advanced Networking Technologies and Intelligent Computing, Springer, 2022.

[14] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Energy-efficient multi-objectives optimized routing for opportunistic networks,” in Proc. of IEEE ICC, Montreal, Canada, pp. 1–6, 2021. (A flagship conference of the IEEE Communications Society*)

[15] Jagdeep Singh, M. S. Obaidat, and S. K. Dhurandher, “Location-based routing in opportunistic networks using cascade learning,” in Proc. of IEEE CITS, Istanbul, Turkey, pp. 1–5, 2021.

[16] K. Khalid, I. Woungang, S. K. Dhurandher, and Jagdeep Singh, “Performance evaluation of fuzzy-based routing protocols for opportunistic networks,” in Proc. of WIDECOM, Springer, pp. 61–77, 2021.

[17] A. Kumar, N. Gupta, R. Tapwal, and Jagdeep Singh, “Trust-aware scheme for malicious node detection under cooperative spectrum sensing in cognitive radio networks,” in Proc. of ICDCN Adjunct Proceedings, pp. 56–61, 2021.

[18] S. K. Dhurandher, Jagdeep Singh, M. S. Obaidat, and I. Woungang, “Reinforcement learning-based routing protocol for opportunistic networks,” in Proc. of IEEE ICC, Dublin, Ireland, pp. 1–6, 2020. (A flagship conference of the IEEE Communications Society*)

[19] Jagdeep Singh, S. K. Dhurandher, and I. Woungang, “Multi-agent reinforcement learning-based efficient routing in opportunistic networks,” in Proc. of IEEE INDICON, New Delhi, India, pp. 1–6, 2020.

[20] G. S. Kasturi, A. Jain, and Jagdeep Singh, “Machine learning-based RF jamming classification techniques in wireless ad hoc networks,” in Proc. of WIDECOM, Springer, pp. 99–111, 2020.

[21] S. K. Dhurandher, Jagdeep Singh, and I. Woungang, “Fuzzy geocasting in opportunistic networks,” in Proc. of BWCCA, Springer, pp. 279–292, 2020.

[22] S. K. Dhurandher, Jagdeep Singh, I. Woungang, et al., “Priority-based buffer management technique for opportunistic networks,” in Proc. of IEEE GLOBECOM, Hawaii, USA, pp. 1–6, 2019. (A flagship conference of the IEEE Communications Society*)

[23] Jagdeep Singh, S. K. Dhurandher, I. Woungang, and M. Takizawa, “Centrality-based geocasting for opportunistic networks,” in Proc. of AINA, Matsue, Japan, Springer, pp. 702–712, 2019.

[24] M. Gupta, N. Sabharwal, P. Singla, Jagdeep Singh, and J. J. P. C. Rodrigues, “PSARV: Particle swarm angular routing in vehicular ad hoc networks,” in Proc. of WIDECOM, Springer, pp. 115–127, 2019.

[25] S. K. Dhurandher, Jagdeep Singh, and I. Woungang, “Geometric shapes-based PSO approach for routing in vehicular networks,” in Proc. of IEEE AFRICON, Accra, Ghana, pp. 1–7, 2019.