The Turei Zahav permits it and says that it is like the law for a lame person (lacking a leg), and he may use a stick. The Alter Rebbe however, writes that the above opinion must be questioned. So according to the Alter Rebbe’s opinion, one may not use a walking stick on Shabbat.