26224ab4184a136f282-43a7 20230106050152126 beie:beie director@blueeyesintelligence.org WEB-FORM International Journal of Innovative Technology and Exploring Engineering IJITEE 22783075 10.35940/ijitee https://www.ijitee.org/ 01 30 2023 12 2 Research Scholar, Assistant Professor, Department of Computer Science and Engineering, GM Institute of Technology, Davangere (Karnataka), India. Niranjan Murthy C https://orcid.org/0000-0002-6129-0289 Dr. Sanjay Pande M B https://orcid.org/0000-0001-5995-283X Professor, Department of Computer Science and Engineering, GM Institute of Technology, Davangere (Karnataka), India. Kotreshi S N https://orcid.org/0000-0001-5409-4362 Assistant Professor, Department of Computer Science and Engineering, GM Institute of Technology, Davangere (Karnataka), India. Cognitive radio technology is growing positive solution for the effective utilization of the bandwidth for IoT device networks. The fixed spectrum allocation scheme leads to insufficient spectrum utilization, to overcome this problem, the stochastic resource allocation algorithm is proposed in the present work. This method of internet spectrum allocation considerably increases the performance of IoT sensor network by utilizing the internet spectrum by non-cognitive inactive IoT sensors (white space/spectrum holes) by continuous spectrum sensing. In this paper we have discussed the effective resource allocation for interweave and underlay conditions and also at variable interference constraints (short time and longtime spectrum sensing) of IoT network. The arecanut plantation for agriculture scenario is considered in the present paper and the sensor environment simulation is performed using MATLAB. 01 30 2023 12 18 CC BY-NC-ND 4.0 10.35940/BEIESP.CrossMarkPolicy www.ijitee.org true No, I did not receive. No conflicts of interest to the best of our knowledge. No, the article does not require ethical approval and consent to participate with evidence. Not relevant. First author: data analysis process and practical implementation done. Second author: literature survey modelling. Third author: mathematical concept analysis. 10.35940/ijitee.G9186.0112223 https://www.ijitee.org/portfolio-item/G91860811922/