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The translation of wearable sensing technologies across these sectors is complicated. Their practical performance depends not only on sensing accuracy but also on the variability of anatomical features, uncontrolled movement, environmental exposure, wireless connectivity, power supply, and animal welfare considerations. This review presents a system\u2010level, design\u2010oriented analysis of animal health monitoring sensing technologies. It classifies sensing modalities into physical and physiological, biochemical and molecular, environmental and spatial, and multimodal sensing, followed by examining their integration into on\u2010animal and ingestible devices. Communication, edge and cloud computing, power management, and representative applications across livestock, companion animals, and wildlife are also discussed. 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This framework offers practical guidance for translating continuous sensing into scalable decisions for animal health and welfare.<\/jats:p>","DOI":"10.1002\/smtd.70982","type":"journal-article","created":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T06:31:54Z","timestamp":1787121114000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Wearable Sensing Devices for Continuous Animal Health Monitoring"],"prefix":"10.1002","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-8261-2813","authenticated-orcid":false,"given":"Keer","family":"Chen","sequence":"first","affiliation":[{"name":"Integrated Devices and Intelligent Diagnosis (ID2) Laboratory CUHKSZ\u2010Boyalife Regenerative Medicine Engineering Joint Laboratory School of Medicine The Chinese University of Hong Kong  Shenzhen China"},{"name":"Guangdong Basic Research Center of Excellence for Aggregate Science School of Science and Engineering 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