walk over the bridge是固定短语,意思是 过桥.课文中也是这样翻译的.
on指与物体表面有接触,如书在桌子上：The book is on the desk.而over指相隔一段距离,而且通常是垂直向上,如桥横跨河面：The bridge is over the river.