We study the complexity of the infinite word uβ associated with theRényi expansion of 1 in an irrational base β > 1.When β is the golden ratio, this is the well known Fibonacci word,which is Sturmian, and of complexity C(n) = n + 1.For β such thatdβ(1) = t1t2...tm is finite we provide a simple description ofthe structure of special factors of the word uβ . When tm =1we show thatC(n) = (m - 1)n + 1. In the cases when t1 = t2 = ... tm-1 ort1 > max{t2,...,tm-1 } we show that the first differenceof the complexity function C(n + 1) - C(n ) takes value in{m - 1,m} for every n, and consequently we determine thecomplexity of uβ . We show thatuβ is an Arnoux-Rauzy sequence if and only ifdβ(1) = tt...t1. On the example ofβ = 1 + 2cos(2π/7), solution of X3 = 2X2 + X - 1, we illustratethat the structure of special factors is more complicated fordβ (1) infinite eventually periodic.The complexity for this word is equal to 2n+1.