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It significantly improves radio resource allocation, channel gain, communication latency, and energy efficiency and offers cooperative communication to enhance the weak user's network coverage. The cellular mobile users (CMUs) share the spectral resources (e.g., power, channel, and spectrum) with D2D mobile users (DMUs), improving spectral efficiency. However, the reuse of radio resources causes various interferences, such as intercell and intracell interference, that degrade the performance of overall D2D communication. To overcome the aforementioned issues, this paper presents a fusion of AI and coalition game for secure resource allocation in non\u2010orthogonal multiple access (NOMA)\u2010based cooperative D2D communication. Here, NOMA uses the successive interference cancellation (SIC) technique to reduce the severe impact of interference from the D2D systems. Further, we utilized a coalition game theoretic model that efficiently and securely allocates the resources between CMUs and DMUs. However, in the coalition game, all DMUs participate in obtaining resources from CMUs, which increases the computational overhead of the overall system. For that, we employ artificial intelligence (AI) classifiers that bifurcate the DMUs based on their channel quality parameters, such as reference signal received power (RSRP), received signal strength indicator (RSSI), signal\u2010to\u2010noise ratio (SNR), and channel quality indicator (CQI). It only forwards the DMUs that have better channel quality parameters into the coalition game, thus reducing the computational overhead of the overall D2D communication. The performance of the proposed scheme is evaluated using various statistical metrics, for example, precision score, accuracy, recall, F1 score, overall sum rate, and secrecy capacity, where an accuracy of 99.38% is achieved while selecting DMUs for D2D communication.<\/jats:p>","DOI":"10.1002\/dac.5556","type":"journal-article","created":{"date-parts":[[2023,6,21]],"date-time":"2023-06-21T02:26:10Z","timestamp":1687314370000},"update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Fusion of artificial intelligence and game theory for resource allocation in non\u2010orthogonal multiple access\u2010assisted device\u2010to\u2010device\u00a0cooperative communication"],"prefix":"10.1002","volume":"36","author":[{"given":"Tejal","family":"Rathod","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Institute of Technology Nirma University  Ahmedabad Gujarat 382481 India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0003-3298-4238","authenticated-orcid":false,"given":"Rajesh","family":"Gupta","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Institute of Technology Nirma University  Ahmedabad Gujarat 382481 India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0002-0717-8907","authenticated-orcid":false,"given":"Nilesh","family":"Kumar Jadav","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Institute of Technology Nirma University  Ahmedabad Gujarat 382481 India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0002-1776-4651","authenticated-orcid":false,"given":"Sudeep","family":"Tanwar","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Institute of Technology Nirma University  Ahmedabad Gujarat 382481 India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdulatif","family":"Alabdulatif","sequence":"additional","affiliation":[{"name":"Department of Computer Science, College of Computer Qassim University  Buraydah Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ravi","family":"Sharma","sequence":"additional","affiliation":[{"name":"Centre for Inter\u2010Disciplinary Research and Innovation University of Petroleum and Energy Studies  Dehradun India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2023,6,20]]},"reference":[{"key":"e_1_2_9_2_1","unstructured":"Cisco.Cisco annual internet report (2018\u20132023) white paper.https:\/\/2.zoppoz.workers.dev:443\/https\/www.cisco.com\/c\/en\/us\/solutions\/collateral\/executive-perspectives\/annual-internet-report\/white-paper-c11-741490.html. 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