Center for Cyber Physical systems

Research - Books and Book Chapter

Books Published:

1. Suganthi, K., Karthik, R., Rajesh, G., & Ching, P.H.C. (Eds.). (2021). Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems (1st ed.). CRC Press.

Book Chapters:


1. Karthik, Makesh Srinivasan, K. Chandhru. (2023). A deep ensemble network for lung segmentation with stochastic weighted averaging. Intelligent Data-Centric Systems,Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods,Academic Press.

2. Deeksha, S., Ganapathy, S., &Muthumanikandan, V. (2023). An IoT aware Road Accident Prevention System for Smart Cities Using Machine Learning Techniques, In Cyber-Physical System Solutions for Smart Cities (pp. 1-15). IGI Global.


1. Karthik R., Menaka R., Anand S., Johnson A., Srilakshmi K. (2022) Attention-Based Residual Learning Network for COVID-19 Detection Using Chest CT Images. In: Decision Sciences for COVID-19. International Series in Operations Research & Management Science, vol 320. Springer, Cham.

2. Kanchana Devi V., Kavya A., Umamaheswari E., Karmel A., Kavitha D., Shruthi D. (2022) IoT-SDWD: Internet of Things-Based Security Device for Women in Danger. In: Senjyu T., Mahalle P.N., Perumal T., Joshi A. (eds) ICT with Intelligent Applications. Smart Innovation, Systems and Technologies, vol 248. Springer, Singapore.


1. Mehta N.P., Menaka R., Karthik R., Thanga Aarthy M. (2021) Analysis of Connectivity Model to Study the Neurophysiological Process for Autism Detection. In: Kannan R.J., Geetha S., Sashikumar S., Diver C. (eds) International Virtual Conference on Industry 4.0. Lecture Notes in Electrical Engineering, vol 355. Springer, Singapore.

2. Karthik R. B., N., Patil, M., Basu, C., & R., V. (2021). Performance Analysis of GAN Architecture for Effective Facial Expression Synthesis. In Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments (pp. 290–316). IGI Global.

3. Rajangam, V., N., S., Karthik R.., & Mallikarjuna, K. (2021). Performance Analysis of VGG19 Deep Learning Network Based Brain Image Fusion. In Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments (pp. 145–166). IGI Global.

4. M., Thanga Aarthy and Menaka R., and Karthik R. (2021) “Automatic Detection and Assessment of Autism Spectrum Disorder: A Systematic Review.” In Handbook of Research on Critical Issues in Special Education for School Rehabilitation Practices. Edited by Ajay Singh, Chia Jung Yeh, Sheresa Blanchard, and Luis Anunciação, 396–425. Hershey, PA: IGI Global, http: // doi: 10.4018 / 978-1-7998-7630-4.ch020