Publications
Journals :
1. Raja Karmakar, Georges Kaddoum, and Ouassima Akhrif, “A Blockchain-Based Distributed and Intelligent Clustering-Enabled Authentication Protocol for UAV Swarms”, IEEE Transactions on Mobile Computing, Early Access, 2023 (2023 IF: 7.9).
2. Raja Karmakar, Georges Kaddoum, and Ouassima Akhrif, “A Novel Federated Learning-Based Smart Power and 3D Trajectory Control for Fairness Optimization in Secure UAV-Assisted MEC Services”, IEEE Transactions on Mobile Computing, Early Access, 2023 (2023 IF: 7.9).
3. Raja Karmakar, Georges Kaddoum, and Ouassima Akhrif, “A PUF and Fuzzy Extractor-Based UAV-Ground Station and UAV-UAV Authentication Mechanism With Intelligent Adaptation of Secure Sessions”, IEEE Transactions on Mobile Computing, Early Access, 2023 (2023 IF: 7.9).
4. Priyanka Bothra, Raja Karmakar, Sanjukta Bhattacharya, and Sayantani De, “How Can Applications of Blockchain and Artificial Intelligence Improve Performance of Internet of Things? - A Survey”, Computer Networks, Elsevier, Volume 224, April 2023 (2023 IF: 5.6).
5. Raja Karmakar, Georges Kaddoum, and Samiran Chattopadhyay, “Mobility Management in 5G and Beyond: A Novel Smart Handover with Adaptive Time-to-Trigger and Hysteresis Margin”, IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 5995-6010, October 2023 (2023 IF: 7.9).
6. Twinkle Chatterjee, Raja Karmakar, Georges Kaddoum, Samiran Chattopadhyay, and Sandip Chakraborty, “A Survey of VANET/V2X Routing from the Perspective of Non-Learning- and Learning-Based Approaches”, IEEE Access, vol. 10, pp. 23022-23050, February 18, 2022 (2023 IF: 3.476).
7. Raja Karmakar, and Georges Kaddoum, “IBAC: An Intelligent Dynamic Bandwidth Channel Access Avoiding Outside Warning Range Problem”, IEEE Transactions on Mobile Computing, vol. 22, no. 6, pp. 3350-3364, June 2023 (2023 IF: 7.9).
8. Raja Karmakar, Georges Kaddoum, and Samiran Chattopadhyay, “SmartCon: Deep Probabilistic Learning-Based Intelligent Link-Configuration in Narrowband-IoT Toward 5G and B5G”, IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 1147-1158, June 2022 (2023 IF: 8.6).
9. Shubha Brata Nath, Subhrendu Chattopadhyay, Raja Karmakar, Sourav Kanti Addya, Sandip Chakraborty, and Soumya K Ghosh, “Containerized Deployment of Micro-services in Fog Devices: A Reinforcement Learning-based Approach”, Journal of Supercomputing, Springer, vol. 78, no. 5, pp. 6817-6845, October 2021 (2023 IF: 2.557).
10. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “A Deep Probabilistic Control Machinery for Auto-Configuration of WiFi Link Parameters”, IEEE Transactions on Wireless Communications, vol. 19, no. 12, pp. 8330-8340, December 2020 (2023 IF: 10.4).
11. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “An Online Learning Approach for Auto Link-Configuration in IEEE 802.11ac Wireless Networks”, Computer Networks, Elsevier, Volume 181, 09 November, 2020 (2023 IF: 5.6).
12. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Novel AP Association and Fair Channel Access in High Throughput WLAN for Energy Efficiency”, Ad Hoc Networks, Elsevier, Volume 103, 01 June, 2020 (2023 IF: 4.8).
13. Sumitro Bhaumik, Ravi Bansal, Raja Karmakar, Satish Kumar Mopur, Saikat Mukherjee, Mandar Jagannath Chitale, and Sandip Chakraborty, “NetStor: Network and Storage Traffic Management for Ensuring Application QoS in a Hyperconverged Data-center”, IEEE Transactions on Cloud Computing, vol. 10, no. 2, pp. 1287-1300, January 2020 (2023 IF: 6.5).
14. Raja Karmakar, “Online Learning-Based Energy-Efficient Frame Aggregation in High Throughput WLANs”, IEEE Communications Letters, vol. 23, no. 4, pp. 712-715, April 2019 (2023 IF: 4.1).
15. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Intelligent MU-MIMO User Selection with Dynamic Link Adaptation in IEEE 802.11ax”, IEEE Transactions on Wireless Communications, vol. 18, no. 2, pp. 1155-1165, February 2019 (2023 IF: 10.4).
16. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Impact of IEEE 802.11n/ac PHY/MAC High Throughput Enhancements on Transport and Application Protocols - A Survey”, IEEE Communications Surveys and Tutorials, Volume 19, Issue 4, Pages 2050-2091, 2017 (2023 IF: 35.6).
17. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “SmartLA: Reinforcement learning-based link adaptation for high throughput wireless access networks”, Computer Communications, Elsevier, Volume 110, Pages 1-25, September 2017 (2023 IF: 6.0).
Conference Proceedings :
1. Sayandeepa Biswas, Monalisa Roy, Ankith Mondal, and Raja Karmakar, “Voice-Based Automated Detection of Mental Health Considering Comparative Performances of Multiple Machine Learning Models”, in the proc. of the IEEE 5th INCET 2024, India, May 24-26, 2024.
2. Adrish Bhowmic, Souvik Parua, Debayan Mandal, Bishal Kumar Ghosh, and Raja Karmakar, “Leveraging Ensemble Learning for Enhanced Sentiment Analysis”, in the proc. of the IEEE International Conference on Distributed Computing and Optimization Techniques (ICDCOT-2024), India, March 15-16, 2024.
3. Debapriyo Paul, Anirban Pal, and Raja Karmakar, “An IoT-Based On-Cloud Accident Detection and Reverse Geocoding Equipped Reporting System”, in the proc. of the 2023 9th International Conference on Signal Processing and Communication (ICSC) , India, December 21-23, 2023.
4. Debanjan Chatterjee, Anuska Paul, Enakshi Khamrui, Swarnali Saha, Alenrex Maity, and Raja Karmakar, Chinmoy Jana, and Bishal Ghosh, “A Convolutional Neural Network-Based Automated Approach for Confidence Analysis of Lecturers”, in the proc. of the 10th IEEE UP Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), India, December 01-03, 2023.
5. Sandipan Ghosal, Raja Karmakar, Chinmoy Jana, and Bishal Ghosh, “An Automated Morphological System for Vehicle-Pedestrian Classification and Inference of Traffic Congestion Metrics”, in the proc. of the 2023 IEEE 4th Annual Flagship India Council International Subsections Conference (INDISCON), India, August 05-07, 2023.
6. Akash Kotal, Rajdeep Ghosh, Raja Karmakar, and Krittika Das, “A Deep Learning-Based Smart Helmet Detection and Notification With e-Challan Issuance for Traffic Fines”, in the proc. of the 2023 IEEE 4th Annual Flagship India Council International Subsections Conference (INDISCON), India, August 05-07, 2023.
7. Anique Jana, Dipesh Mahato, Raja Karmakar, Sandipan Ghosal, and Twinkle Chatterjee, “An Ensemble Learning-Based DDoS Attack Detection Considering the Impact of ICA”, in the proc. of the 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT 2023), IEEE, India, July 6-8, 2023.
8. Sayan Ghosh, Raja Karmakar, Twinkle Chatterjee, and Sandipan Ghosal, “Emotion Classification and Respective Sticker Mapping Using Convolutional Neural Networks”, in the proc. of the 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT 2023), IEEE, India, July 6-8, 2023.
9. Sudipto Das, Aniket Kumar, Disha Mukhopadhyay, Arpita Talukdar, Raja Karmakar, and Twinkle Chatterjee, “A Palm Index and Hand Gesture-Based User Authentication System”, in the proc. of the 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT 2023), IEEE, India, July 6-8, 2023.
10. Krittika Das, Chayan Ghosh, and Raja Karmakar, “Eavesdropping Attack Detection in UAVs using Ensemble Learning”, in the proc. of the 2023 Second IEEE Technically Co-sponsored International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT 2023), India, April 05-07, 2023.
11. Dwaipayan Bandyopadhyay, Sammilita De, Sinjini Hom Roy, Deepshikha Biswas, Madhura Bhose, and Raja Karmakar, “Network Throughput Improvement in Wi-Fi 6 overWi-Fi 5: A Comparative Performance Analysis”, in the proc. of the ICCECE 2023, IEEE, India, January 20-21, 2023.
12. Anurag Maitra, Anirban Pal, and Raja Karmakar, “PLT-Net: A 2-Layer SP-Network using a Modified Playfair Cipher and the Logistic-Tent Map”, in the proc. of the 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT 2022), IEEE, India, October 3-5, 2022.
13. Dwaipayan Bandyopadhyay and Raja Karmakar, “KF-BACK: Kalman Filter-Based Activation of Block Acknowledgement in IEEE 802.11ax”, in the proc. of the IEEE CALCON 2022, Kolkata, West Bengal, India, December 10-11, 2022.
14. Krittika Das, Rajdeep Basu, and Raja Karmakar, “Man-In-The-Middle Attack Detection Using Ensemble Learning”, in the proc. of the 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT 2022), IEEE, India, October3-5, 2022.
15. Twinkle Chatterjee, Raja Karmakar, Anuran Mitra, Arindam Ghosh, and Sanjukta Bhattacharya, “ICon: How Can We Intelligently Predict TCP Congestion?”, in the proc. of the 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), IEEE, IIT Kharagpur, West Bengal, India, July 6-8, 2021.
16. TinkuAdhikari, Arindam Ghosh, Ajoy Kumar Khan, Swarnalina Laha, Purbita Mitra, and Raja Karmakar, “Quantum Resistance for Cryptographic Keys in Classical Cryptosystems: A Study on QKD Protocols”, in the proc. of the 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), IEEE, IIT Kharagpur, West Bengal, India, July 6-8, 2021.
17. Purbita Mitra, Rouprita Bhattacharjee, Twinkle Chatterjee, Soumalya De, Raja Karmakar, Arindam Ghosh, and Tinku Adhikari, “Towards 6G Communications: Architecture, Challenges, and Future Directions”, in the proc. of the 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), IEEE, IIT Kharagpur, West Bengal, India, July 6-8, 2021.
18. Mayukh Samaddar, Rishiraj Roy, Sayantani De, and Raja Karmakar, “A Comparative Study of Different Machine Learning Algorithms on Bitcoin Value Prediction”, in the proc. of the 2021 IEEE First International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (IEEE ICAECT 2021),Shri Shankaracharya Technical Campus (SSTC), Bhilai, Chhattisgarh, India, February 19-20, 2021.
19. Suparna Banerjee, Arindam Ghosh, Sourav Mahapatra, and Raja Karmakar, “Performance Survey of MANET Routing Protocols with TCP Congestion Control Algorithms”, in the proc. of the 2020 IEEE International Conference for Convergence in Engineering (ICCE 2020), Science City, Kolkata, India, September 5-6, 2020.
20. Saurav Kumar, Rishabh Kumar Mishra, Anuran Mitra, Soumita Biswas, Sayantani De, and Raja Karmakar, “A Relative Comparison of Training Algorithms in Artificial Neural Network”, in the proc. of the 2020 IEEE International Conference for Convergence in Engineering (ICCE 2020), Science City, Kolkata, India, September 5-6, 2020.
21. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “SmartBond: A Deep Probabilistic Machinery for Smart Channel Bonding in IEEE 802.11ac”, in the proc. of the IEEE Conference on Computer Communications (IEEE INFOCOM 2020), Virtual Conference, July 6-9, 2020.
22. Raja Karmakar, Soumalya De, Arindam Ghosh, Tinku Adhikari, and Punit Jain, “S2-GI: Intelligent Selection of Guard Interval in High Throughput WLANs”, in the proc. of the 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), IEEE, IIT Kharagpur, West Bengal, India, July 1-3, 2020.
23. Swarnalina Laha, Nilanjan Chowdhury, and Raja Karmakar, “How Can Machine Learning Impact on Wireless Network and IoT? – A Survey”, in the proc. of the 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), IEEE, IIT Kharagpur, West Bengal, India, July 1-3, 2020.
24. Anuran Mitra, Soumita Biswas, Tinku Adhikari, Arindam Ghosh, Soumalya De, and Raja Karmakar, “Emergence of Edge Computing: An Advancement over Cloud and Fog”, in the proc. of the 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), IEEE, IIT Kharagpur, West Bengal, India, July 1-3, 2020.
25. Soumita Biswas, Anuran Mitra, Sovan Mistry, Trisha Roy Chowdhury, Soumodip Sinha, Ani Biswas, and Raja Karmakar, “FairIN: Throughput Fairness in Infrastructure-Based Wireless Access Networks”, in the proc. of the 3rd International Conference on Systems, Computation, Automation and Networking (ICSCAN 2020), IEEE, ManakulaVinayagar Institute of Technology, Puducherry, India, July 3-4, 2020.
26. Shivam Kumar, Vivek Shaw, Janapriyo Maitra, and Raja Karmakar, “A Forward Collision Warning System Using Convolutional Neural Network”, in the proc. of the International Conference on Electrical and Electronics Engineering (ICE3-2020), IEEE, MMMUT Gorakhpur, Uttar Pradesh, India, February 14-15, 2020.
27. Shubha Brata Nath, Subhrendu Chattopadhyay, Raja Karmakar, Sourav Kanti Addya, Sandip Chakraborty, and Soumya K. Ghosh, “PTC: Pick-Test-Choose to Place Containerized Micro-services in IoT”, in proc. of the IEEE Global Communication Conference (IEEE GLOBECOM 2019), Waikoloa, Hawaii, USA, December 09-13, 2019.
28. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Learning Based Adaptive Fair QoS in IEEE 802.11ac Access Networks”, in the proc. of the 11th International Conference on Communication Systems and Networks (IEEE/ACM COMSNETS 2019), Bengaluru, India, January 7-11, 2019.
29. Arindam Ghosh, Tinku Adhikari, and Raja Karmakar, “A Recursive Approach of Backbone Formation in Selfish Ad Hoc Networks”, in the proc. of the 2018 Fourth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), RCC Institute of Information Technology, Kolkata, India, November 22-23, 2018.
30. Rishav Halder, Sridhar Mundra, Uttaran Dey, Srijita Ghosh, Sreeja Karmakar, and Raja Karmakar, “NS3TCG – NS3 Topology and Code Generator”, in the proc. of the International Conference on Recent Innovations in Electrical, Electronics and Communication Engineering (ICRIEECE), Bhubaneswar, India, July 27-28, 2018.
31. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “A Learning-based Dynamic Clustering for Coordinated Multi-Point (CoMP) Operation with Carrier Aggregation in LTE-Advanced”, in the proc. of the 10th International Conference on Communication Systems and Networks (IEEE/ACM COMSNETS 2018), Bengaluru, India, January 3-7, 2018.
32. Saketh Mahankali, Siva Kesava, Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “IEEE 802.11ac DBCA: A Tug of War Between Channel Utilization and Fairness”, in proc. of the IEEE Global Communication Conference (IEEE GLOBECOM 2017), Singapore, December 04 - 08, 2017.
33. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “IEEE 802.11ac Link Adaptation Under Mobility”, in proc. of the IEEE Local Computer Networks (IEEE LCN 2017), Singapore, October 9-12, 2017.
34. Kumar Ayush, Raja Karmakar, Varun Rawal, Pradyumna K. Bishoyi, Samiran Chattopadhyay, and Sandip Chakraborty, “Supporting Throughput Fairness in IEEE 802.11ac Dynamic Bandwidth Channel Access: A Hybrid Approach”, in proc. of the IEEE Local Computer Networks (IEEE LCN 2017), Singapore, October 9-12, 2017.
35. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Linkcon: Adaptive Link Configuration over SDN Controlled Wireless Access Networks”, in proc. of the ACM Mobihoc 2017 Workshop on Distributed Information Processing in Wireless Networks (ACM Mobihoc DIPWN 2017), Chennai, India, July 10 - 14, 2017.
36. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Channel Access Fairness in IEEE 802.11ac: A Retrospective Analysis and Protocol Enhancement”, in proc. of the 14th ACM International Symposium on Mobility Management and Wireless Access (ACM MOBIWAC 2016) - Poster paper at the 19th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (ACM MSWiM 2016), Malta, November 13-17, 2016.
37. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Dynamic Link Adaptation in IEEE 802.11ac: A Distributed Learning Based Approach”, in proc. of the IEEE Local Computer Networks (IEEE LCN 2016), Dubai, UAE, November 7-10, 2016.
38. Gurman Bhalla, Raja Karmakar, Sandip Chakraborty, and Samiran Chattopadhyay, “CrowdAP: Crowdsourcing Driven AP Coordination for Improving Energy Efficiency in Wireless Access Networks”, in proc. of the IEEE International Conference on Communications (IEEE ICC 2016) - Green Communications Systems and Networks, Kuala Lumpur, Malaysia, May 23-27, 2016.
39. Raja Karmakar, Pravati Swain, Samiran Chattopadhyay, and Sandip Chakraborty, “Performance Modeling and Analysis of High Throughput Wireless Media Access with QoS in Noisy Channel for Different Traffic Conditions”, in the proc. of the eighth International Conference on Communication Systems and Networks (COMSNETS 2016), Bangalore, India, January 5-9, 2016.
40. Raja Karmakar, Samiran Chattopadhyay, and Sandip Chakraborty, “Dynamic Link Adaptation for High Throughput Wireless Access Networks”, in the proc. of the IEEE International Conference on Advanced Networks and Telecommunications Systems (IEEE ANTS 2015), Kolkata, India, December 15-18, 2015.
Book Chapters :
Raja Karmakar, Samiran Chattopadhyay and Sandip Chakraborty, “Green Corridor over a Narrow Lane: Supporting High Priority Message Delivery through NB-IoT”, Artificial Intelligence and Deep Learning for Computer Network, pp. 57-79, Chapman and Hall/CRC, 2023.