{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T17:00:47Z","timestamp":1771261247853,"version":"3.50.1"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1007\/s11277-021-09402-2","type":"journal-article","created":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T22:02:56Z","timestamp":1638396176000},"page":"1209-1227","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Hybrid Optimized Secure Cooperative Spectrum Sensing for Cognitive Radio Networks"],"prefix":"10.1007","volume":"124","author":[{"given":"Neelaveni","family":"Rangaraj","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sivasankari","family":"Jothiraj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sridevi","family":"Balu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,12,1]]},"reference":[{"issue":"1","key":"9402_CR1","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1109\/COMST.2017.2751058","volume":"20","author":"G Ding","year":"2018","unstructured":"Ding, G., Jiao, Y., Wang, J., Zou, Y., Wu, Q., Yao, Y.-D., & Hanzo, L. (2018). Spectrum inference in cognitive radio networks: Algorithms and applications. IEEE Communications Surveys & Tutorials, 20(1), 150\u2013182.","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"9402_CR2","doi-asserted-by":"publisher","first-page":"15754","DOI":"10.1109\/ACCESS.2018.2802450","volume":"6","author":"F Hu","year":"2018","unstructured":"Hu, F., Chen, B., & Zhu, K. (2018). Full spectrum sharing in cognitive radio networks toward 5G: A survey. IEEE Access, 6, 15754\u201315776.","journal-title":"IEEE Access"},{"key":"9402_CR3","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1002\/sat.1200","volume":"35","author":"S Nallagonda","year":"2017","unstructured":"Nallagonda, S., Chandra, A., Dhar, R. S., & Kundu, S. (2017). Analytical performance of soft data fusion-aided spectrum sensing in hybrid terrestrial-satellite networks: Spectrum Sensing Performance with Soft Data Fusion. International Journal of Satellite Communications and Networking, 35, 461\u2013480.","journal-title":"International Journal of Satellite Communications and Networking"},{"issue":"3","key":"9402_CR4","first-page":"252","volume":"17","author":"Y-F Huang","year":"2019","unstructured":"Huang, Y.-F., & Wang, J.-W. (2019). Cooperative spectrum sensing in cognitive radio using bayesian updating with multiple observations. Journal of Electronic Science and Technology, 17(3), 252\u2013259.","journal-title":"Journal of Electronic Science and Technology"},{"key":"9402_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.adhoc.2019.101968","volume":"94","author":"X Liu","year":"2019","unstructured":"Liu, X., Zhang, X., & Peng, B. (2019). Intelligent clustering cooperative spectrum sensing based on Bayesian learning for cognitive radio network. Ad Hoc Networks, 94, 1\u201315.","journal-title":"Ad Hoc Networks"},{"key":"9402_CR6","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.jnca.2019.05.011","volume":"140","author":"Y Zeng","year":"2019","unstructured":"Zeng, Y., Li, Xu., & Khalil, I. (2019). Privacy-preserving aggregation for cooperative spectrum sensing. Journal of Network and Computer Applications, 140, 55\u201364.","journal-title":"Journal of Network and Computer Applications"},{"key":"9402_CR7","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.comcom.2017.11.010","volume":"116","author":"Ji Wang","year":"2018","unstructured":"Wang, Ji., Chen, I.-R., & Wang, D.-C. (2018). Trust-based mechanism design for cooperative spectrum sensing in cognitive radio networks. Computer Communications, 116, 90\u2013100.","journal-title":"Computer Communications"},{"key":"9402_CR8","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/j.aeue.2018.07.029","volume":"94","author":"M Zhang","year":"2018","unstructured":"Zhang, M., Wang, L., & Feng, Y. (2018). Distributed cooperative spectrum sensing based on reinforcement learning in cognitive radio networks. AEU - International Journal of Electronics and Communications, 94, 359\u2013366.","journal-title":"AEU - International Journal of Electronics and Communications"},{"key":"9402_CR9","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1016\/j.comnet.2017.01.012","volume":"115","author":"J Soto","year":"2017","unstructured":"Soto, J., & Nogueira, M. (2017). A framework for resilient and secure spectrum sensing on cognitive radio networks. Computer Networks, 115, 130\u2013138.","journal-title":"Computer Networks"},{"key":"9402_CR10","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1016\/j.compeleceng.2017.06.024","volume":"69","author":"D Das","year":"2018","unstructured":"Das, D., & Das, S. (2018). An intelligent resource management scheme for SDF-based cooperative spectrum sensing in the presence of primary user emulation attack. Computers & Electrical Engineering, 69, 555\u2013571.","journal-title":"Computers & Electrical Engineering"},{"key":"9402_CR11","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.aeue.2018.01.036","volume":"87","author":"S Shrivastava","year":"2018","unstructured":"Shrivastava, S., & Kothari, D. P. (2018). SU throughput enhancement in a decision fusion based cooperative sensing system. AEU - International Journal of Electronics and Communications, 87, 95\u2013100.","journal-title":"AEU - International Journal of Electronics and Communications"},{"key":"9402_CR12","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1016\/j.jnca.2016.06.007","volume":"72","author":"J Feng","year":"2016","unstructured":"Feng, J., Guangyue, Lu., & Wang, X. (2016). Supporting secure spectrum sensing data transmission against SSDH attack in cognitive radio ad hoc networks. Journal of Network and Computer Applications, 72, 140\u2013149.","journal-title":"Journal of Network and Computer Applications"},{"key":"9402_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.comcom.2019.08.012","volume":"147","author":"M Sasabe","year":"2019","unstructured":"Sasabe, M., Nishida, T., & Kasahara, S. (2019). Collaborative spectrum sensing mechanism based on user incentive in cognitive radio networks. Computer Communications, 147, 1\u201313.","journal-title":"Computer Communications"},{"key":"9402_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.sigpro.2017.01.033","volume":"137","author":"A Ahmadfard","year":"2017","unstructured":"Ahmadfard, A., Jamshidi, A., & Keshavarz-Haddad, A. (2017). Probabilistic spectrum sensing data falsification attack in cognitive radio networks. Signal Processing, 137, 1\u20139.","journal-title":"Signal Processing"},{"key":"9402_CR15","doi-asserted-by":"crossref","unstructured":"Kailkhura, B., Vempaty, A., Varshney, P. K. (2018). Collaborative spectrum sensing in the presence of Byzantine attacks. In Cooperative and Graph Signal Processing (pp. 505\u2013522). Academic Press.","DOI":"10.1016\/B978-0-12-813677-5.00020-1"},{"key":"9402_CR16","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1016\/j.compeleceng.2015.05.004","volume":"52","author":"S Srinu","year":"2016","unstructured":"Srinu, S., & Mishra, A. K. (2016). Efficient elimination of erroneous nodes in cooperative sensing for cognitive radio networks. Computers & Electrical Engineering, 52, 284\u2013292.","journal-title":"Computers & Electrical Engineering"},{"issue":"13","key":"9402_CR17","doi-asserted-by":"publisher","first-page":"5325","DOI":"10.1109\/JSEN.2019.2903408","volume":"19","author":"J Kim","year":"2019","unstructured":"Kim, J., & Choi, J. P. (2019). Sensing coverage-based cooperative spectrum detection in cognitive radio networks. IEEE Sensors Journal, 19(13), 5325\u20135332.","journal-title":"IEEE Sensors Journal"},{"key":"9402_CR18","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.aeue.2018.10.031","volume":"98","author":"M Awasthi","year":"2019","unstructured":"Awasthi, M., Nigam, M. J., & Kumar, V. (2019). Optimal sensing, fusion and transmission with primary user protection for energy-efficient cooperative spectrum sensing in CRNs. AEU - International Journal of Electronics and Communications, 98, 95\u2013105.","journal-title":"AEU - International Journal of Electronics and Communications"},{"issue":"2","key":"9402_CR19","doi-asserted-by":"publisher","first-page":"68","DOI":"10.36548\/jsws.2020.2.002","volume":"1","author":"JS Raj","year":"2020","unstructured":"Raj, J. S. (2020). Machine learning implementation in cognitive radio networks with game-theory technique. IRO Journal on Sustainable Wireless Systems, 1(2), 68\u201375.","journal-title":"IRO Journal on Sustainable Wireless Systems"},{"key":"9402_CR20","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1016\/j.asoc.2017.03.027","volume":"57","author":"M Li","year":"2017","unstructured":"Li, M., Hei, Y., & Qiu, Z. (2017). Optimization of multiband cooperative spectrum sensing with modified artificial bee colony algorithm. Applied Soft Computing, 57, 751\u2013759.","journal-title":"Applied Soft Computing"},{"issue":"02","key":"9402_CR21","doi-asserted-by":"publisher","first-page":"97","DOI":"10.36548\/jucct.2019.2.004","volume":"1","author":"W Haoxiang","year":"2019","unstructured":"Haoxiang, W. (2019). Multi-objective optimization algorithm for power management in cognitive radio networks. Journal of Ubiquitous Computing and Communication Technologies (UCCT), 1(02), 97\u2013109.","journal-title":"Journal of Ubiquitous Computing and Communication Technologies (UCCT)"},{"issue":"02","key":"9402_CR22","doi-asserted-by":"publisher","first-page":"57","DOI":"10.36548\/jscp.2019.2.001","volume":"1","author":"PE Darney","year":"2019","unstructured":"Darney, P. E., & Jacob, I. J. (2019). Performance enhancements of cognitive radio networks using the improved fuzzy logic. Journal of Soft Computing Paradigm (JSCP), 1(02), 57\u201368.","journal-title":"Journal of Soft Computing Paradigm (JSCP)"},{"key":"9402_CR23","doi-asserted-by":"crossref","unstructured":"Chakraborty, C., Rodrigues, J. J. C. P. (2020). A comprehensive review on device-to-device communication paradigm: Trends, challenges and applications. Wireless Personal Communications, 114(1), 185\u2013207.","DOI":"10.1007\/s11277-020-07358-3"},{"key":"9402_CR24","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.pmcj.2016.07.007","volume":"35","author":"I Mustapha","year":"2017","unstructured":"Mustapha, I., Ali, B. M., & Mohamad, H. (2017). An energy efficient reinforcement learning based cooperative channel sensing for cognitive radio sensor networks. Pervasive and Mobile Computing, 35, 165\u2013184.","journal-title":"Pervasive and Mobile Computing"},{"issue":"01","key":"9402_CR25","first-page":"62","volume":"3","author":"IJ Jacob","year":"2021","unstructured":"Jacob, I. J., & Darney, P. E. (2021). Artificial bee colony optimization algorithm for enhancing routing in wireless networks. Journal of Artificial Intelligence, 3(01), 62\u201371.","journal-title":"Journal of Artificial Intelligence"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-09402-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-021-09402-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-09402-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T22:16:31Z","timestamp":1651875391000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-021-09402-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,1]]},"references-count":25,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["9402"],"URL":"https:\/\/doi.org\/10.1007\/s11277-021-09402-2","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12,1]]},"assertion":[{"value":"14 November 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 December 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Humans and animals are not involved in the work.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human or animal"}}]}}