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The capabilities of cognitive radio\u2019s spectrum sensing over environments with assisted wireless propagation via IRS are examined in this research. Taking channel fading effects into consideration, we derive closed-form analytical expressions for the average probability of detection (APD) for single user and cooperative users. Further, the derived APD expression is used to derive the average area under the receiver operating characteristics curve (<jats:inline-formula><jats:alternatives><jats:tex-math>$${\\overline{AUC}}$$<\/jats:tex-math><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mover><mml:mrow><mml:mi>AUC<\/mml:mi><\/mml:mrow><mml:mo>\u00af<\/mml:mo><\/mml:mover><\/mml:math><\/jats:alternatives><\/jats:inline-formula>) expression. Monte Carlo simulations are also carried out in order to validate the derived expressions. Results demonstarte the extent of detectability performance in cognitive radio on utilizing the IRS aided wireless propagation environment therefore witnessing its significance for upcoming wireless technological advancement by offering spectrum efficiency with good quality of service (QoS).<\/jats:p>","DOI":"10.1007\/s10776-024-00619-z","type":"journal-article","created":{"date-parts":[[2024,2,20]],"date-time":"2024-02-20T20:02:12Z","timestamp":1708459332000},"page":"155-162","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Intelligent Reflecting Surface Framework for ED Based Spectrum Sensing"],"prefix":"10.1007","volume":"31","author":[{"given":"Rahul","family":"Kumar","sequence":"first","affiliation":[]},{"given":"Shweta","family":"Singh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,2,20]]},"reference":[{"issue":"2","key":"619_CR1","doi-asserted-by":"publisher","first-page":"1277","DOI":"10.1109\/COMST.2016.2631080","volume":"19","author":"A Ali","year":"2016","unstructured":"A. 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