{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T08:56:29Z","timestamp":1781254589521,"version":"3.54.1"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032263483","type":"print"},{"value":"9783032263490","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-26349-0_32","type":"book-chapter","created":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T08:05:52Z","timestamp":1781251552000},"page":"393-406","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Quantum-Enhanced Wi-Fi Sensing: A Hybrid Quantum Machine Learning Framework for\u00a0Human Activity Recognition"],"prefix":"10.1007","author":[{"given":"Nihar","family":"Raut","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yash","family":"Sitapara","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sruthi","family":"Penmetsa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siba K.","family":"Udgata","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,2]]},"reference":[{"key":"32_CR1","doi-asserted-by":"crossref","unstructured":"Sruthi, P., Satapathy, S., Udgata, S.K.: HandFI: wifi sensing based hand gesture recognition using channel state information. Procedia Comput. Sci. 235, 426\u2013435 (2024), International Conference on Machine Learning and Data Engineering (ICMLDE 2023). https:\/\/www.sciencedirect.com\/science\/article\/pii\/S187705092400718X","DOI":"10.1016\/j.procs.2024.04.042"},{"key":"32_CR2","doi-asserted-by":"publisher","unstructured":"Zhou, J., Li, D., Tan, Y., Yang, X., Zheng, Y., Liu, X.: A multi-classification classifier based on variational quantum computation. Quant. Inform. Process. 22(412) (2023). https:\/\/doi.org\/10.1007\/s11128-023-04151-6. iD: Zhou2023","DOI":"10.1007\/s11128-023-04151-6"},{"key":"32_CR3","doi-asserted-by":"crossref","unstructured":"Gorrepati, G., Penmetsa, S., Udgata, S.: YogaFi: wifi sensing based yoga pose recognition using machine learning model, vol. 12, pp. 1\u20136 (2024)","DOI":"10.1109\/ICST62759.2024.10992122"},{"key":"32_CR4","doi-asserted-by":"crossref","unstructured":"Abdelnasser, H., Youssef, M., Harras, K.A.: WiGest: a ubiquitous wifi-based gesture recognition system. In: 2015 IEEE Conference on Computer Communications (INFOCOM), pp. 1472\u20131480. IEEE (2015)","DOI":"10.1109\/INFOCOM.2015.7218525"},{"key":"32_CR5","doi-asserted-by":"crossref","unstructured":"Qian, K., Wu, C., Yang, Z., Liu, Y., Zhou, Z.: PADS: passive detection of moving targets with dynamic speed using PHY layer information. In: 2014 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS), pp. 1\u20138. IEEE (2014)","DOI":"10.1109\/PADSW.2014.7097784"},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Wang, H., et al.: Human respiration detection with commodity wifi devices: do user location and body orientation matter? In: Proceedings of the ACM Ubicomp, pp. 25\u201336. ACM (2016)","DOI":"10.1145\/2971648.2971744"},{"key":"32_CR7","doi-asserted-by":"crossref","unstructured":"Hu, Y., Zhang, F., Wu, C., Wang, B., Ray\u00a0Liu, K.J.: A wifi-based passive fall detection system. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1723\u20131727. IEEE (2020)","DOI":"10.1109\/ICASSP40776.2020.9054753"},{"key":"32_CR8","doi-asserted-by":"crossref","unstructured":"Yang, Z., Zhou, Z., Liu, Y.: From RSSI to CSI: indoor localization via channel response. ACM Comput. Surv. 46(2), 25:1\u201325:32 (2013)","DOI":"10.1145\/2543581.2543592"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Patwari, N., Kasera, S.K.: Robust location distinction using temporal link signatures. In: Proceedings of the 13th Annual ACM International Conference on Mobile Computing and Networking (MobiCom), pp. 111\u2013122. ACM (2007)","DOI":"10.1145\/1287853.1287867"},{"issue":"6","key":"32_CR10","doi-asserted-by":"publisher","first-page":"2186","DOI":"10.1109\/TMC.2020.2975158","volume":"20","author":"C Wu","year":"2021","unstructured":"Wu, C., Zhang, F., Hu, Y., Liu, K.J.R.: GaitWay: monitoring and recognizing gait speed through the walls. IEEE Trans. Mob. Comput. 20(6), 2186\u20132199 (2021)","journal-title":"IEEE Trans. Mob. Comput."},{"issue":"3","key":"32_CR11","doi-asserted-by":"publisher","first-page":"2163","DOI":"10.1109\/JIOT.2018.2826227","volume":"5","author":"F Zhang","year":"2018","unstructured":"Zhang, F., Chen, C., Wang, B., Liu, K.J.R.: WiSpeed: a statistical electromagnetic approach for device-free indoor speed estimation. IEEE Internet Things J. 5(3), 2163\u20132177 (2018)","journal-title":"IEEE Internet Things J."},{"key":"32_CR12","doi-asserted-by":"publisher","unstructured":"Qi, H., Xiao, S., Liu, Z., Gong, C., Gani, A.: Variational quantum algorithms: fundamental concepts, applications and challenges. Quant. Inform. Process. 23(224) (2024). https:\/\/doi.org\/10.1007\/s11128-024-04438-2. iD: Qi2024","DOI":"10.1007\/s11128-024-04438-2"},{"key":"32_CR13","unstructured":"Krumbe, L.S., Perello-Niederhauser, C., Schneider, F.T., Hessler, M.W.M., Herkersdorf, C.: Investigating data augmentation for cross-scenario and cross-system WiFi CSI-based human activity recognition. arXiv:2401.00964 (2024)"},{"key":"32_CR14","doi-asserted-by":"crossref","unstructured":"Serbetci, O., Lee, J.-H., Burghal, D., Molisch, A.: Simple and effective augmentation methods for CSI based indoor localization. arXiv:2211.10790 (2022)","DOI":"10.1109\/GLOBECOM54140.2023.10436979"},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Schuld, M., Sweke, R., Meyer, J.J.: Effect of data encoding on the expressive power of variational quantum-machine-learning models. Phys. Rev. A 103, 032430 (2021). https:\/\/link.aps.org\/doi\/10.1103\/PhysRevA.103.032430","DOI":"10.1103\/PhysRevA.103.032430"},{"key":"32_CR16","doi-asserted-by":"publisher","unstructured":"Gorrepati, G., Sahoo, A.K., Udgata, S.K.: Wi-safehome: wifi sensing based suspicious activity detection for safe home environment. In: International Conference on Intelligent Human Computer Interaction (IHCI), pp. 291\u2013302. Springer (2023). https:\/\/doi.org\/10.1007\/978-3-031-53830-8_30","DOI":"10.1007\/978-3-031-53830-8_30"},{"key":"32_CR17","doi-asserted-by":"crossref","unstructured":"Gorrepati, G., Sahoo, A.K., Udgata, S.K.: WiFi sensing model for intrusion detection in smart home environment. In: IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC), vol. 2023, pp. 329\u2013334. IEEE (2023)","DOI":"10.1109\/R10-HTC57504.2023.10461789"},{"key":"32_CR18","doi-asserted-by":"crossref","unstructured":"Ma, N., Li, H.: Understanding and estimating the execution time of quantum programs. arXiv:2411.15631 (2024)","DOI":"10.1145\/3778031"}],"container-title":["Lecture Notes in Computer Science","Intelligent Human Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-26349-0_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T08:06:10Z","timestamp":1781251570000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-26349-0_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032263483","9783032263490"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-26349-0_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IHCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Human Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jaipur","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ihci2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ihciconference.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}