The guess is that the Queen herself wanted them in that position leading the procession. The RCMP gifted the Queen her favourite horse Burisma which she used for many years in trooping of the colour ceremonies and no doubt rode on many other occasions.
Ooops sorry not Burisma (must of had that Ukraine company on my mind) ....favourite horse Burmese