The decision was taken following a meeting of the Defence Acquisition Council, chaired by Defence Minister Arun Jaitley, that lasted for over two hours with Defence Secretary, the Chiefs of all three services, DRDO Chief and other senior officials attending it.
India will outright buy 8,356 missiles and 321 launchers from the Israeli firm Rafael Advanced Defence Systems, official sources said.
They said the missiles would be brought to India in various stages and pieces.
Asked how much missles the Indian army needs to have to fully equip the Army's 382 infantry battalions and 44 mechanised infantry units, sources put the figure at about 40,000.
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Spike is a man-portable 'fire and forget' anti-tank missile that locks on to targets before shooting.
The Israeli missile trounced US' Javelin weapons system, built by Lockheed Martin Corp and Raytheon Company but sold to global customers through the US government under the Foreign Military Sales route.
The deal for the missile had been stuck since 2010.
The US has been pushing defence deals with India worth over Rs 20,000 crore, including the sale of Apache attack choppers, Chinook heavy lift helicopters and the Javelin anti-tank guided missiles.
To sweeten the deal, US had recently offer to co-produce and co-develop the missile. It had initially not agreed to provide critical technologies of the missile demanded by India and had also shown reluctance to make available the missiles for being evaluated by Indian experts in the field trials.
US has already sold equipment worth Rs 60,000 crore in the last 10 years to India but none of these weapon sales programme is about joint production or co-development and does not include transfer of technology.
India has raised the FDI cap in defence sector recently from 26 per cent to 49 per cent with the aim of boosting indigenous defence production.
India imports almost 70 per cent of its defence needs from foreign sources.