High dimensional chaotic maps have more complicated structures and better anti-jamming performances. Frequency modulated radar signals based on high dimensional chaotic maps are proposed. The signal model is presented, characteristics are analyzed, and comparison among 1D Bernoulli map, 2D Cat map and uniform random noise with different series length is made in the paper. Simulations show well performances of the proposed signal.