Russia was busy for the latter half of the 19th century doing it, but they were hampered by shitty logistics and an almost total lack of cash. It occupied the Ili Valley for the better part of a decade and was busy slowly annexing Manchuria until they got thumped by Japan. Then they were so shattered by the loss of the war they opted for an independent Mongolia instead of annexation .