{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T15:46:29Z","timestamp":1774021589933,"version":"3.50.1"},"publisher-location":"Cham","reference-count":34,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031632266","type":"print"},{"value":"9783031632273","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-63227-3_13","type":"book-chapter","created":{"date-parts":[[2024,6,22]],"date-time":"2024-06-22T08:02:02Z","timestamp":1719043322000},"page":"190-201","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Seamless Integration of Efficient 6G Wireless Technologies for Communication and Sensing Enabling Ecosystems"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7836-5080","authenticated-orcid":false,"given":"Jes\u00fas","family":"Guti\u00e9rrez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vladica","family":"Sark","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mert","family":"\u00d6zates","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anna","family":"Tzanakaki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Markos","family":"Anastasopoulos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valerio","family":"Frascolla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0214-3764","authenticated-orcid":false,"given":"Ioanna","family":"Mesogiti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elina","family":"Theodoropoulou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George","family":"Lyberopoulos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis","family":"Diez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ram\u00f3n","family":"Ag\u00fcero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ignacio","family":"Santamar\u00eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Padmanava","family":"Sen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Pryor","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shahid","family":"Mumtaz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Salvatore","family":"Pontarelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Federico","family":"Trombetti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Novella","family":"Bartolini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduard","family":"Jorswieck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Ding","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Navid","family":"Nikaein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,6,23]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","unstructured":"Bernardos, C.J., Uusitalo, M.A., et al.: European vision for the 6G network ecosystem. The 5G Infrastructure Association (2021). https:\/\/doi.org\/10.13140\/RG.2.2.19993.95849","DOI":"10.13140\/RG.2.2.19993.95849"},{"key":"13_CR2","unstructured":"3GPP, TSG RAN Progress, 3GPP News, 11 January 2024. https:\/\/www.3gpp.org\/news-events\/3gpp-news\/ran102. Accessed Apr 2024"},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1109\/COMST.2021.3135119","volume":"24","author":"HA Ammar","year":"2022","unstructured":"Ammar, H.A., Adve, R., Shahbazpanahi, S., Boudreau, G., Srinivas, K.V.: User-centric cell-free massive MIMO networks: a survey of opportunities, challenges and solutions. IEEE Commun. Surv. Tutorials 24(1), 611\u2013652 (2022)","journal-title":"IEEE Commun. Surv. Tutorials"},{"issue":"6","key":"13_CR4","doi-asserted-by":"publisher","first-page":"706","DOI":"10.1109\/LWC.2017.2734893","volume":"6","author":"S Buzzi","year":"2017","unstructured":"Buzzi, S., D\u2019Andrea, C.: Cell-free massive MIMO: user-centric approach. IEEE Wirel. Commun. Lett. 6(6), 706\u2013709 (2017)","journal-title":"IEEE Wirel. Commun. Lett."},{"issue":"3","key":"13_CR5","doi-asserted-by":"publisher","first-page":"1834","DOI":"10.1109\/TWC.2017.2655515","volume":"16","author":"HQ Ngo","year":"2017","unstructured":"Ngo, H.Q., Ashikhmin, A., Yang, H., Larsson, E.G., Marzetta, T.L.: Cell-free massive MIMO versus small cells. IEEE Trans. Wireless Commun. 16(3), 1834\u20131850 (2017)","journal-title":"IEEE Trans. Wireless Commun."},{"issue":"7","key":"13_CR6","doi-asserted-by":"publisher","first-page":"4247","DOI":"10.1109\/TCOMM.2020.2987311","volume":"68","author":"E Bjornson","year":"2020","unstructured":"Bjornson, E., Sanguinetti, L.: Scalable cell-free massive MIMO systems. IEEE Trans. Commun. 68(7), 4247\u20134261 (2020)","journal-title":"IEEE Trans. Commun."},{"key":"13_CR7","doi-asserted-by":"publisher","unstructured":"Liu, Y., et al.: Reconfigurable intelligent surfaces: principles and opportunities. IEEE Commun. Surv. Tutorials 23(3), 1546\u20131577 (2021). https:\/\/doi.org\/10.1109\/COMST.2021.3077737","DOI":"10.1109\/COMST.2021.3077737"},{"issue":"11","key":"13_CR8","doi-asserted-by":"publisher","first-page":"2700","DOI":"10.1109\/JSAC.2020.3007041","volume":"38","author":"J Hu","year":"2020","unstructured":"Hu, J., et al.: Reconfigurable intelligent surface based RF sensing: design, optimization, and implementation. IEEE J. Sel. Areas Commun. 38(11), 2700\u20132716 (2020)","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Zhang, J.A., et al.: An overview of signal processing techniques for joint communication and radar sensing. arXiv preprint arXiv:2102.12780 (2021)","DOI":"10.1109\/JSTSP.2021.3113120"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Zhang, J.A., et al.: Enabling joint communication and radar sensing in mobile networks\u2014a survey. IEEE Comm. Surv. Tutorials 24(1), 306\u2013345 (2022)","DOI":"10.1109\/COMST.2021.3122519"},{"issue":"1","key":"13_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.23919\/JCC.2020.01.001","volume":"17","author":"Z Feng","year":"2020","unstructured":"Feng, Z., Fang, Z., Wei, Z., Chen, X., Quan, Z., Ji, D.: Joint radar and communication: a survey. China Commun. 17(1), 1\u201327 (2020)","journal-title":"China Commun."},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Liu, F., Masouros, C., Petropulu, A., Griffiths, H., Hanzo, L.: Joint radar and communication design: applications, state-of-the-art, and the road ahead. IEEE Trans. Commun., June 2020","DOI":"10.1109\/TCOMM.2020.2973976"},{"issue":"5","key":"13_CR13","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1109\/MSP.2019.2907329","volume":"36","author":"L Zheng","year":"2019","unstructured":"Zheng, L., Lops, M., Eldar, Y.C., Wang, X.: Radar and communication coexistence: an overview: a review of recent methods. IEEE Signal Process. Mag. 36(5), 85\u201399 (2019)","journal-title":"IEEE Signal Process. Mag."},{"key":"13_CR14","doi-asserted-by":"publisher","unstructured":"Kartsakli, E., et al.: AI-powered edge computing evolution for beyond 5G communication networks. In: Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC\/6G Summit), Gothenburg, Sweden, pp. 478\u2013483 (2023). https:\/\/doi.org\/10.1109\/EuCNC\/6GSummit58263.2023.10188371","DOI":"10.1109\/EuCNC\/6GSummit58263.2023.10188371"},{"issue":"9","key":"13_CR15","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1109\/MCOM.2016.7565185","volume":"54","author":"E Zeydan","year":"2016","unstructured":"Zeydan, E., et al.: Big data caching for networking: moving from cloud to edge. IEEE Commun. Mag. 54(9), 36\u201342 (2016)","journal-title":"IEEE Commun. Mag."},{"issue":"3","key":"13_CR16","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/MCOM.2019.1800608","volume":"57","author":"B Cao","year":"2019","unstructured":"Cao, B., et al.: Intelligent offloading in multi-access edge computing: a state-of-the-art review and framework. IEEE Commun. Mag. 57(3), 56\u201362 (2019)","journal-title":"IEEE Commun. Mag."},{"key":"13_CR17","doi-asserted-by":"publisher","unstructured":"Perera, P., et al.: A comparison of supervised machine learning algorithms for classification of communications network traffic. In: Neural Information Processing: 24th International Conference, ICONIP 2017, Guangzhou, China, 14\u201318 November 2017, Proceedings, Part I 24. Springer International Publishing (2017). https:\/\/doi.org\/10.1007\/978-3-319-70087-8_47","DOI":"10.1007\/978-3-319-70087-8_47"},{"key":"13_CR18","unstructured":"SNS-JU Project 6G-SENSES. https:\/\/cordis.europa.eu\/project\/id\/101139282. Accessed Apr 2024"},{"key":"13_CR19","unstructured":"ITU-R IMT towards 2030 and beyond, New Recommendation ITU-R M.2160 on the \u201cIMT-2030 Framework\u201d, November 2023. https:\/\/www.itu.int\/en\/ITU-R\/study-groups\/rsg5\/rwp5d\/imt-2030\/Pages\/default.aspx"},{"key":"13_CR20","doi-asserted-by":"publisher","unstructured":"Cena, G., Scanzio, S., Cavalcanti, D., Frascolla, V.: Seamless redundancy for high reliability Wi-Fi. In: Proceedings of the 2023 IEEE 19th International Conference on Factory Communication Systems (WFCS), Pavia, Italy, pp. 1\u20134 (2023). https:\/\/doi.org\/10.1109\/WFCS57264.2023.10144228","DOI":"10.1109\/WFCS57264.2023.10144228"},{"key":"13_CR21","unstructured":"ETTUS Research, USRP N321. https:\/\/www.ettus.com\/all-products\/usrp-n321\/. Accessed Apr 2024"},{"issue":"1","key":"13_CR22","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1109\/TWC.2019.2941478","volume":"19","author":"E Bjornson","year":"2019","unstructured":"Bjornson, E., Sanguinetti, L.: Making cell-free massive MIMO competitive with MMSE processing and centralized implementation. IEEE Trans. Wireless Commun. 19(1), 77\u201390 (2019)","journal-title":"IEEE Trans. Wireless Commun."},{"key":"13_CR23","unstructured":"Demir, \u00d6.T., Masoudi, M., Bj\u00f6rnson, E., Cavdar, C.: Cell-free massive MIMO in O-RAN: energy-aware joint orchestration of cloud, Fronthaul, and radio resources, arXiv:2301.06166. [ref10]"},{"key":"13_CR24","unstructured":"O-RAN next Generation Research Group (nGRG): Research Report on \u201cNative and Cross-domain AI: state of the art and future outlook\u201d. https:\/\/mediastorage.o-ran.org\/ngrg-rr\/nGRG-RR-2023-03-Research-Report-on-Native-and-Cross-domain-AI-v1_1.pdf. Accessed 2024"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Vardakas, et al.: Towards machine-learning-based 5G and beyond intelligent networks: the MARSAL project vision. In: 2021 IEEE MeditCom Networking (MeditCom), pp. 488\u2013493. IEEE (2021)","DOI":"10.1109\/MeditCom49071.2021.9647671"},{"key":"13_CR26","doi-asserted-by":"publisher","unstructured":"Gavras, A., Bulakci, O., et al.: 5G PPP achitecture working group - view on 5G architecture, version 4.0. Zenodo (2021). https:\/\/doi.org\/10.5281\/zenodo.5155657. Accessed Feb 2024","DOI":"10.5281\/zenodo.5155657"},{"key":"13_CR27","doi-asserted-by":"publisher","unstructured":"Hallingby, H.K., et al.:5G Ecosystems. Zenodo (2021). https:\/\/doi.org\/10.5281\/zenodo.5094340. Accessed Feb 2024","DOI":"10.5281\/zenodo.5094340"},{"key":"13_CR28","unstructured":"3GPP, TS 23.501. System architecture for the 5G system; Stage 2, R15"},{"key":"13_CR29","unstructured":"AR\/XR services, TR 26.928. TS extended reality (XR) in 5G, Integrated Sensing and Communication, TS 22.137"},{"key":"13_CR30","unstructured":"Presence, TS 22.141, Mobile metaverse services, TS 22.156, Digital twinning"},{"key":"13_CR31","unstructured":"NGMN Use Cases & KPIs for 6G NGMN, 6G Drivers and Vision, v1.0. (2021). https:\/\/www.ngmn.org\/wpcontent\/uploads\/NGMN-6G-Drivers-and-Vision-V1.0_final.pdf"},{"key":"13_CR32","unstructured":"NGMN, 6G Use cases and analysis, 22 February 2022. https:\/\/www.ngmn.org\/wp-content\/uploads\/NGMN-6G-Use-Cases-and-Analysis.pdf"},{"key":"13_CR33","unstructured":"ORAN specifications. https:\/\/orandownloadsweb.azurewebsites.net\/specifications, Accessed Apr 2024"},{"key":"13_CR34","unstructured":"ORAN architecture overview. https:\/\/docs.o-ran-sc.org\/en\/latest\/architecture\/architecture.html. Accessed Apr 2024"}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-63227-3_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,22]],"date-time":"2024-11-22T12:21:29Z","timestamp":1732278089000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-63227-3_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031632266","9783031632273"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-63227-3_13","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"23 June 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Artificial Intelligence Applications and Innovations","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Corfu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aiai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ifipaiai.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}