Colonel Yankov was married to Maria Popgeorgieva, sister of the Bulgarian revolutionary Rayna Knyaginya. Their son Kosta Yankov, was a major in the Bulgarian army, but became radicalized after the First World War. Kosta headed the military organization of the Bulgarian Communist Party and in 1925 organized the St Nedelya Church assault.