Determination of autoregressive coefficients using Complex-Valued Neural Network

• Main Authors: Aibinu, Abiodun Musa, Salami, Momoh Jimoh Emiyoka, Shafie, Amir Akramin
• Format: Conference or Workshop Item
• Language: English
• Published: 2009
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/4926/1/CAR-USA.pdf; http://irep.iium.edu.my/4926/; http://bsi2009.org/
• Institution: Universiti Islam Antarabangsa Malaysia

This paper discusses a new approach for Complex Autoregressive(CAR) model parameter estimation using Complex-Valued Neural Network (CVNN) technique. The CAR coefficients are computed from the adaptive weights and linear coefficients of the multi layer CVNN. The performance of the proposed technique...