High level modeling of signal integrity in field bus communication with SystemC-AMS

Ruomin Wang 1 Julien Denoulet 1 Sylvain Feruglio 1 Farouk Vallette 1 Patrick Garda 1
1 SYEL - Systèmes Electroniques
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : This paper presents a novel method for modeling the functionality of a mixed-signal system, and analyzing its signal integrity (SI) at a high-level of abstraction with SystemC-AMS. Our model includes on a unique platform a functional module and a non-functional module. The functional module represents the operative behavior of the system and the non-functional module, based on neural network techniques, displays the SI characteristics of the system. The proposed method is demonstrated by modeling field bus communication system with two nodes. We achieved an error of about 3% for the neural network based Time Data Flow (TDF) model with respect to a RLC Electrical Linear Networks (ELN) model.
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Ruomin Wang, Julien Denoulet, Sylvain Feruglio, Farouk Vallette, Patrick Garda. High level modeling of signal integrity in field bus communication with SystemC-AMS. IEEE International Conference on Electronics, Circuits and Systems (ICECS),, Dec 2012, Seville, Spain. pp.889 - 892, ⟨10.1109/ICECS.2012.6463519⟩. ⟨hal-00846080⟩

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