Abstract: PMCP are successfully applied in system analysis and parameter identifica-tion of time-varying bilinear systems, and simple, quickly-calculated, accurate and recursive algorithms are obtained via PMCP. The results of illustrative examples show that the algorithms proposed are much better than that derived via Shifted Chebyshev Polynomials.