Title :
Optimization of the Quantized Coefficients for DDFS Utilizing Polynomial Interpolation Methods
Author :
Ashrafi, Alireza
Author_Institution :
Dept. of Electr. & Comput. Eng., San Diego State Univ., San Diego, CA, USA
Abstract :
In this brief, a novel method to find the optimized quantized coefficients for direct digital frequency synthesizers (DDFSs) based on polynomial interpolation methods is introduced. First, a new method is introduced to find the spurious-free dynamic-range upperbound for DDFSs with a polynomial interpolation method, utilizing the discrete Fourier transform and the Chebyshev minimax problem. This method can be modified to obtain quantized coefficients by employing mixed-integer linear programming. In this problem, the polynomial coefficients are presented in a positive sum of powers of two (SPT) and unsigned integer forms. The proposed method is used to design the linear interpolation-based DDFSs with nonuniform segmentations. The VLSI realizations of the designs with nonuniform segmentations are provided, where it is shown that they have a smaller silicon area and higher clock frequencies compared with the state-of-the-art designs reported in literature.
Keywords :
VLSI; convex programming; direct digital synthesis; discrete Fourier transforms; integer programming; interpolation; linear programming; polynomial approximation; Chebyshev minimax problem; DDFS; VLSI; direct digital frequency synthesizers; discrete Fourier transform; linear interpolation; mixed integer linear programming; optimized quantized coefficients; polynomial coefficients; polynomial interpolation methods; positive sum of powers of two; spurious free dynamic range upperbound; unsigned integer forms; Chebyshev approximation; Computer architecture; Frequency synthesizers; Hardware; Interpolation; Optimization; Polynomials; Convex optimization; direct digital frequency synthesizers (DDFSs); mixed-integer linear programming (MILP); polynomial interpolation; spurious-free dynamic range (SFDR);
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2013.2285662