Hilton expects to price the offering of 112.8 million shares at between $18 and $21 per share, according to a filing with the U.S. Securities and Exchange Commission on Monday.
The offering represents about 11.5 percent of the company.
Hilton is selling 64.1 million shares in the offering, raising about $1.3 billion at the top end of the price range. Shareholders will offer the remaining 48.7 million shares.
Hotel industry recovering
The U.S. hotel industry has been recovering, allowing hotels to increase room rates.
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The hotel industry's revenue per available room, a measure of room rates and occupancy levels, is expected to grow by 5.9 percent in 2013 and by 6.2 percent in 2014, according to PricewaterhouseCoopers.
The Dow Jones U.S. Hotels index has risen 30 percent this year.
The IPO could raise $2.72 billion if underwriters exercise their rights to buy another 16.9 million shares.
The company said it would use the proceeds from the offering to repay $1.25 billion of debt.
Founded in 1919 by Conrad Hilton, Hilton's brands include such high-end names as Conrad and Waldorf Astoria.
Hilton, which operates in 90 countries, has 4,041 hotels, or 665,667 rooms, under its umbrella.
The company itself owns or leases 157 hotels, including the Waldorf Astoria in New York and the Hilton Hawaiian Village.
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Blackstone's plans for an IPO of Hilton come as private equity firms sell or list assets to take advantage of a surging IPO market that has been spurred by a market rally and low interest rates that have encouraged investors to buy stocks.
Blackstone also plans an IPO of hotel chain La Quinta, sources told Reuters last week.
The investment firm also listed Brixmor Property Group earlier this year.
Hilton will list on the New York Stock Exchange under the symbol "HLT."
Lead underwriters for the offering are Deutsche Bank, Goldman Sachs, Bank of America, and Morgan Stanley. The company said on Monday that J.P. Morgan, Wells Fargo Securities and 18 others would also underwrite the IPO.