Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices

Suwannaphong, ThanaphonJovan, FerdianCraddock, IanMcConville, Ryan2025-08-182025-08-182025Suwannaphong, T, Jovan, F, Craddock, I & McConville, R 2025, 'Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices', Scientific Reports, vol. 15, 10081. https://doi.org/10.1038/s41598-025-94205-92045-2322ORCID: /0000-0003-4911-540X/work/190041776https://hdl.handle.net/2164/25870161721999engIndoor localisationIoTTinyMLQA75 Electronic computers. Computer scienceGeneralSupplementary DataDASLinkQA75Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devicesJournal article10.1038/s41598-025-94205-9http://www.scopus.com/inward/record.url?scp=105000649807&partnerID=8YFLogxK15