“…These robots have been developed and deployed for a variety of purposes, such as decommissioning (Marturi et al, 2017;Marques et al, 2021;Monk et al, 2021;West et al, 2021) and monitoring (Li et al, 2018;Groves et al, 2019;Anderson et al, 2020;Connor et al, 2020;White et al, 2020White et al, , 2021Abd Rahman et al, 2022a). A number of these systems have been trialled and evaluated in active nuclear facilities such as the Fukushima Daiichi nuclear power plant in Japan (Nagatani et al, 2013;Nancekievill et al, 2018) and the Dounreay site in the United Kingdom (Bird et al, 2022;Nancekievill et al, 2023). This research is focused specifically on autonomous ground based robots for radiation monitoring and the remainder of this section provides a brief review of the relevant literature.…”