According to the source, the soldiers, members of the Defense Ministry's Zapad (West) battalion, were traveling in a Mitsubishi vehicle when the shots were fired at around 10:30 p.m. local time on Wednesday.
As a result of the shooting, one soldier died, while the unit commander and another serviceman were injured.
In a separate incident in neighboring Daghestan's capital, five police officers were injured after gunmen opened fire on their police post overnight.
The shooting follows the death of four soldiers who were killed as they traveled in an army vehicle in the south Russian Republic of Ingushetia earlier this week.
Daghestan and Ingushetia, which both border Chechnya, have seen a sharp increase in attacks on law enforcement and military personnel during the first eight months of 2008.
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During the 11th Annual Meeting to be held in Sochi from October 22 to 24, experts of the Valdai International Discussion Club will focus on whether the global community will develop ground rules for the world politics or whether it will be a game without any rules where everyone fend for themselves.