Rheological characterisation of Herschel-Bulkley fluid from simple PFG measurement. Bayesian model is developed to calculate rheological parameters. Simulations show robustness to low SNR data (<100) and reduced sampling. Experimental results demonstrate measurement can be achieved in <60 s. In situ measurement accounts for history-dependent shear.