Title :
Verification of Delta Form Realization in Fixed-Point Digital Controllers Using Bounded Model Checking
Author :
Bessa, Iury ; Ibrahim, Hussama ; Cordeiro, Lucas ; Chaves Filho, Joao Edgar
Author_Institution :
Electron. & Inf. Res. Center, Fed. Univ. of Amazonas, Brazil
Abstract :
The extensive use of fixed-point digital controllers demands a growing effort to prevent design´s errors that appear in the discrete-time domain. This paper presents a novel verification methodology that employs Bounded Model Checking (BMC) based on the Satisfiability Modulo Theories to verify the occurrence of design´s errors, due to the finite word-length format, in fixed-point digital controllers. Here, the performance of digital controllers realizations that use delta-operators are compared to those that use traditional direct forms. The experimental results show that the delta form realization reduces substantially the digital controllers´ fragility. Additionally, the proposed methodology can be very effective and efficient to verify real-world digital controllers, where conclusive results are obtained in nearly 95% of the benchmarks.
Keywords :
computability; floating point arithmetic; formal verification; BMC; bounded model checking; delta form realization; finite word-length format; fixed-point digital controllers; novel verification methodology; satisfiability modulo; Control systems; Limit-cycles; Model checking; Numerical stability; Quantization (signal); Stability analysis; Time factors; bounded model checking; delta form; fixed-point digital controllers; formal methods;
Conference_Titel :
Computing Systems Engineering (SBESC), 2014 Brazilian Symposium on
DOI :
10.1109/SBESC.2014.14