{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T04:39:37Z","timestamp":1778301577299,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":50,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,5]],"date-time":"2024-10-05T00:00:00Z","timestamp":1728086400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Australian Research Council Discovery Early Career Award (DECRA)","award":["DE200100479"],"award-info":[{"award-number":["DE200100479"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,5]]},"DOI":"10.1145\/3675095.3676606","type":"proceedings-article","created":{"date-parts":[[2024,9,25]],"date-time":"2024-09-25T16:36:36Z","timestamp":1727282196000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Efficient and Robust Heart Rate Estimation Approach for Noisy Wearable PPG Sensors Using Ideal Representation Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5124-3239","authenticated-orcid":false,"given":"Amashi","family":"Niwarthana","sequence":"first","affiliation":[{"name":"School of Computer Science, The University of Sydney &amp; University of Moratuwa, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-2202-0092","authenticated-orcid":false,"given":"Pamuditha","family":"Somarathne","sequence":"additional","affiliation":[{"name":"School of Computer Science, The University of Sydney &amp; University of Moratuwa, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1447-4680","authenticated-orcid":false,"given":"Pierre","family":"Qian","sequence":"additional","affiliation":[{"name":"Westmead Hospital &amp; Westmead Applied Research Centre, The University of Sydney, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7936-2941","authenticated-orcid":false,"given":"Ken-Tye","family":"Yong","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, The University of Sydney, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6587-1278","authenticated-orcid":false,"given":"Anusha","family":"Withana","sequence":"additional","affiliation":[{"name":"School of Computer Science, The University of Sydney, Sydney, NSW, Australia"}]}],"member":"320","published-online":{"date-parts":[[2024,10,5]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP48568.2020.9182070"},{"key":"e_1_3_2_1_2_1","volume-title":"Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium onWearable Computers. ACM New York","author":"Ahmed Nasimuddin","unstructured":"Nasimuddin Ahmed, Varsha Sharma, Arijit Chowdhury, Shalini Mukhopadhyay, and Avik Ghose. 2019. A weiner filter based robust algorithm for estimation of heart rate from wrist based photoplethysmogram. In Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium onWearable Computers. ACM New York, NY, USA, 1150--1153."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1088\/0967--3334\/24\/2\/306"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC.2013.6555449"},{"key":"e_1_3_2_1_5_1","unstructured":"Raquel Bail\u00f3n Leif S\u00f6rnmo Pablo Laguna et al. 2006. ECG-derived respiratory frequency estimation. Advanced methods and tools for ECG data analysis 1 (2006) 215--241."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-0226--6"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2021.6470"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2892297"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2914166"},{"key":"e_1_3_2_1_10_1","volume-title":"An Analysis of Deep Neural Network Models for Practical Applications. ArXiv abs\/1605.07678","author":"Canziani A.","year":"2016","unstructured":"A. Canziani, Adam Paszke, and Eugenio Culurciello. 2016. An Analysis of Deep Neural Network Models for Practical Applications. ArXiv abs\/1605.07678 (2016), 7 pages."},{"key":"e_1_3_2_1_11_1","first-page":"1","article-title":"Guard Your Heart Silently: Continuous ElectrocardiogramWaveform Monitoring with Wrist-Worn Motion Sensor","volume":"6","author":"Cao Yetong","year":"2022","unstructured":"Yetong Cao, Fan Li, Huijie Chen, Xiaochen liu, Li Zhang, and Yu Wang. 2022. Guard Your Heart Silently: Continuous ElectrocardiogramWaveform Monitoring with Wrist-Worn Motion Sensor. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 6, 3 (2022), 1--29.","journal-title":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130905"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.15406\/ijbsbe.2018.04.00125"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2022.101703"},{"key":"e_1_3_2_1_15_1","first-page":"1","article-title":"BayesBeat: Reliable atrial fibrillation detection from noisy photoplethysmography data","volume":"6","author":"Sarathi Das Sarkar Snigdha","year":"2022","unstructured":"Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md Saiful Islam, Atif Hasan Rahman, Mohammad M Masud, and Mohammed Eunus Ali. 2022. BayesBeat: Reliable atrial fibrillation detection from noisy photoplethysmography data. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 6, 1 (2022), 1--21.","journal-title":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0076585"},{"key":"e_1_3_2_1_17_1","volume-title":"Weinberger (Eds.)","volume":"27","author":"Goodfellow Ian","year":"2014","unstructured":"Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative Adversarial Nets. In Advances in Neural Information Processing Systems, Z. Ghahramani, M. Welling, C. Cortes, N. Lawrence, and K.Q. Weinberger (Eds.), Vol. 27. Curran Associates, Inc."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3410530.3414398"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2002.1166717"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-"},{"key":"e_1_3_2_1_21_1","volume-title":"Sievers","author":"Hanke Thorsten","year":"2009","unstructured":"Thorsten Hanke, Efstratios I. Charitos, Ulrich Stierle, Antje Karluss, Ernst Kraatz, Bernhard Graf, Axel Hagemann, Martin Misfeld, and Hans H. Sievers. 2009. Twenty-Four?Hour Holter Monitor Follow-Up Does Not Provide Accurate Heart Rhythm Status After Surgical Atrial Fibrillation Ablation Therapy. Circulation 120, 11_suppl_1 (2009), S177--S184. https:\/\/doi.org\/10.1161\/ CIRCULATIONAHA.108.838474"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41666-020-00087-z"},{"key":"e_1_3_2_1_23_1","first-page":"9","article-title":"Remote recording of physiological data by radio","volume":"46","author":"Holter N J","year":"1949","unstructured":"N J Holter and J A Generelli. 1949. Remote recording of physiological data by radio. Rocky Mt Med J 46, 9 (Sept. 1949), 747--751.","journal-title":"Rocky Mt Med J"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132024"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.health.2024.100329"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICEEI.2017.8312414"},{"key":"e_1_3_2_1_27_1","volume-title":"Heart rate variability (HRV) signal analysis: Clinical applications","author":"Kamath M.V.","unstructured":"M.V. Kamath, M.A. Watanabe, and A.R.M. Upton. 2016. Heart rate variability (HRV) signal analysis: Clinical applications. CRC Press. 1--502 pages."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2246160"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/embc.2014.6944813"},{"key":"e_1_3_2_1_30_1","volume-title":"Adam: A Method for Stochastic Optimization. International Conference on Learning Representations (12","author":"Kingma Diederik","year":"2014","unstructured":"Diederik Kingma and Jimmy Ba. 2014. Adam: A Method for Stochastic Optimization. International Conference on Learning Representations (12 2014), 13."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41569-020-00445-9"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE-Berlin.2011.6031811"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1200\/EDBK_238919"},{"key":"e_1_3_2_1_34_1","volume-title":"Boon Giin Lee, and Wan Young Chung.","author":"Hoang Long Nguyen Mai","year":"2022","unstructured":"Nguyen Mai Hoang Long, Jong Jin Kim, Boon Giin Lee, and Wan Young Chung. 2022. CycleGAN Based Motion Artifact Cancellation for Photoplethysmography Wearable Device. In Intelligent Human Computer Interaction, Jong-Hoon Kim, Madhusudan Singh, Javed Khan, Uma Shanker Tiwary, Marigankar Sur, and Dhananjay Singh (Eds.). Springer International Publishing, Cham, 138--144."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2022.3148171"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3123243"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.3109\/03091902.2011.638965"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2679108"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1364\/boe.7.004718"},{"key":"e_1_3_2_1_40_1","first-page":"8","article-title":"Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters","volume":"64","author":"Pimentel Marco A F","year":"2016","unstructured":"Marco A F Pimentel, Alistair E W Johnson, Peter H Charlton, Drew Birrenkott, Peter J Watkinson, Lionel Tarassenko, and David A Clifton. 2016. Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans Biomed Eng 64, 8 (Nov. 2016), 1914--1923.","journal-title":"IEEE Trans Biomed Eng"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-019-01323--6"},{"key":"e_1_3_2_1_42_1","unstructured":"Alec Radford Luke Metz and Soumith Chintala. 2015. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks. http:\/\/arxiv.org\/abs\/1511.06434 cite arxiv:1511.06434Comment: Under review as a conference paper at ICLR 2016."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19143079"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365--201X.2005.01412.x."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16126"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3242969.3242985"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081656"},{"key":"e_1_3_2_1_48_1","first-page":"3","volume-title":"Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies 2","author":"Huang Kang","year":"2018","unstructured":"LeiWang, Kang Huang, Ke Sun,WeiWang, Chen Tian, Lei Xie, and Qing Gu. 2018. Unlock with your heart: Heartbeat-based authentication on commercial mobile phones. Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies 2, 3 (2018), 1--22."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3494990"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3191788"}],"event":{"name":"UbiComp '24: The 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing","location":"Melbourne VIC Australia","acronym":"UbiComp '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"]},"container-title":["Proceedings of the 2024 ACM International Symposium on Wearable Computers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3675095.3676606","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3675095.3676606","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T00:08:32Z","timestamp":1755907712000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3675095.3676606"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,5]]},"references-count":50,"alternative-id":["10.1145\/3675095.3676606","10.1145\/3675095"],"URL":"https:\/\/doi.org\/10.1145\/3675095.3676606","relation":{},"subject":[],"published":{"date-parts":[[2024,10,5]]},"assertion":[{"value":"2024-10-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}