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Rajasekhar, Illuru and Monisha, M. (2024) Research direction towards exploring software control radio using machine learning algorithms for smart hotel applications with future aspects. Australian Journal of Electrical and Electronics Engineering, 22 (3). pp. 333-356. ISSN 1448-837X

Mani Kumar Reddy, M and Monisha, M. (2025) Enhancing Spectrum Awareness in Cellular Networks Through Deep Learning Approaches for Efficient 5G-NR and LTE Signal Classification. In: Advanced Technologies in Electronics, Communications and Signal Processing, July 26–27, 2024, HYDERABAD.

Divya, Recharla and Monisha, M (2026) Smart TPOT-Based AutoML-Powered Android Malware Detection and Classification. International Journal of Engineering Trends and Technology, 74 (3). pp. 169-180. ISSN 2231-5381

Mani Kumar Reddy, M. and Monisha, M. (2025) Enhancing Spectrum Awareness in Cellular Networks Through Deep Learning Approaches for Efficient 5G-NR and LTE Signal Classification. ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2026 Published by Springer Nature Switzerland AG 2026., 620. pp. 267-276. ISSN 1867-8211

Mandeddu Sudhakar, Reddy and Monisha, M. (2025) Remaining Useful Life Prediction of EV Lithium-Ion Batteries Using TG-AMF Enhanced MTS-BiLSTM Optimized with Walrus Algorithm. International Journal of Electrical and Electronics Research (IJEER), 13 (3). pp. 501-514. ISSN e-ISSN: 2347-470X

Kumudham, R and Vignesh, G and Sibiraj, S and Jaya, T and Monisha, M and Suvetha, G (2025) Gradient Boosting Techniques for Analyzing DDoS Attacks in IoT Networks. In: 2025 6th International Conference on Data Intelligence and Cognitive Informatics (ICDICI), Tirunelveli, India.

Monisha, M. and ILLURU, RAJASEKHAR (2025) A Novel Adaptive Extreme Learning Machine for Traffic Prediction and Multipath Routing Framework in Software Defined Networks With Hybrid Optimization Approach for Smart Hotel Applications. Transactions on Emerging Telecommunications Technologies.

Shiny, B and Vijayalakshmi, P and Monisha, M and Rajendran, V (2026) Multipath-Aware Hybrid Adaptive Wavelet Thresholding for Denoising Underwater Acoustic BPSK Communication Signals. International Journal of Emerging Research in Engineering, Science, and Management, 5 (3): 1. pp. 81-96. ISSN 2583-4894

Senthil, G A and Prabha, R and Lenin, D. Sahaya and Monisha, M and Vijayalakshmi, P (2026) An intelligence-sustainable system preservation of agrobiodiversity hybrid crop seeds prediction and smart farming using deep learning-optimized techniques and augmented reality in computer vision. In: ADVANCES IN SMART SENSOR, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGY: ICASSCT 2024, 23.03.2024, GOA.

Mandeddu Sudhakar, Reddy and Monisha, M (2026) Battery Performance Prediction Using Supervised Learning: A Comparative Study. Scientific Reports, 1 (1). pp. 1-33.

MANDEDDU SUDHAKAR, REDDY and Monisha, M (2025) REGRESSION BASED SOC PREDICTION IN ELECTRIC CAR VEHICLE. Journal of Environmental Protection and Ecology, 26 (2): 1. pp. 669-679. ISSN 13115065

Rajasekhar, Illuru and Monisha, M (2026) A Comprehensive Review of Spectrum Sensing Techniques in Cognitive Radio Networks: Recent Advances, Datasets, Challenges and Future Research Directions. In: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC), 29.07.2026, Erode, India.

Monisha, M and Vijayalakshmi, P and Meena, M and Madona B, Sahaai (2025) Goodput Aware Load Distribution for Real-time Traffic over Multipath Networks Using Spectrum Sensing in Cognitive Radio. In: Frontiers of Multidisciplinary Studies for Global Sustainability. 1 ed. 1, 1 (1). SCIENTIFIC RESEARCH REPORTS, Chennai, pp. 32-41. ISBN 978-81-993402-7-5

MUTHUCHELIAN, K and Monisha, M (2026) Believe, Learn, Succeed - The Power of Motivation for Success. 1 ed. 1, 1 . AM Book House, Chennai. ISBN 978-81-997307-4-8

MUTHUCHELIAN, K and Monisha, M (2026) Patents and Innovation. 1 ed. 1, 1 (1). Discovery Publications, Chennai. ISBN 978-81-69328-93-7

Vijayalakshmi, P. and Monisha, M. and Rajendran, V. and Shiny, B (2026) Analysis for SNR Reduction in Underwater Acoustic Communication Using Real and Complex Wavelets. In: Artificial Intelligence for the Oceans Proceedings of ICAIO 2025. UNSPECIFIED1, pp. 625-642. ISBN 978-981-95-3978-9

Monisha, M. and ILLURU, RAJASEKHAR (2026) Absolute Valued Message Passing-Based PAPR Reduction in OTFS under Fading Channel Conditions. In: IEEE International Conference on Advanced Computing Technologies (ICACT), September 1-2 2025, Tirupati.

Monisha, M. and Rajendran, V. (2022) SCAN-CogRSG: Secure Channel Allocation by Dynamic Cluster Switching for Cognitive Radio Enabled Smart Grid Communications. IETE Journal of Research, 68 (4). pp. 2826-2847. ISSN 0377-2063

Jaya, T and Vijayalakshmi, P and Monisha, M and Madona B, Sahaai and Akash, S and Samu, V (2025) 5G Base Station Power Consumption Using Machine Learning. In: 2025 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), Shivamogga, India.

Monisha, M. and Vijayalakshmi, P. and Gokulakkannan, S and Ajayraman, M (2024) A gradient and double threshold-based algorithm for improved wideband spectrum sensing. In: 2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), Chennai, India.

M, Meena and Monisha, M. and C, Sharanya and Rajendran, V. (2018) Modeling of cognitive radio system for the improvement of spectrum utilization. International Journal of Engineering & Technology, 7 (3.3). p. 231. ISSN 2227-524X

Monisha, M. and Sharanya, C. and Meena, M. and Rajendran, V. (2018) Investigation of Various Techniques of Spectrum Sensing for Power Detection in Cognitive Radio. International Journal of Engineering & Technology, 7 (3.27). p. 435. ISSN 2227-524X

Sudhakar Reddy, Mandeddu and Monisha, M. and UNSPECIFIED1 (2023) A Survey on Battery State of Charge and State of Health Estimation Using Machine Learning and Deep Learning Techniques. pp. 355-367.

Reddy, M. Mani Kumar and Monisha, M. (2023) Enhanced Deep Learning Architectures for Spectrum Sensing in Cellular Networks. In: 2023 8th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India.

Monisha, M. and Sowndharya, S. and Sabarish, P.S. (2021) Adaptive Threshold Approach to Address the Security Issues in CRN. In: 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India.

Devi, V. and Monisha, M. and Meena, M. and Ganesh, E. N. and Ramya, R. and Thirukkumaran, T. (2022) Detection and sensing of cognitive radio spectrum using minimum eigen value and TW distribution method. In: INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN SCIENCE AND TECHNOLOGY (RIST 2021), 19–20 June 2021, Malappuram, India.