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作 者:朱亚星 赵东艳 陈燕宁 刘芳 吴波 王凯 梁英宗 郁文 池泊明 连亚军 ZHU Yaxing;ZHAO Dongyan;CHEN Yanning;LIU Fang;WU Bo;WANG Kai;LIANG Yingzong;YU Wen;CHI Boming;LIAN Yajun(R&D Laboratory,Beijing Smartchip Microelectronics Technology Co.,Ltd.,Beijing 102299,China)
机构地区:[1]北京智芯微电子科技有限公司研发中心实验室,北京102299
出 处:《集成电路与嵌入式系统》2024年第10期25-30,共6页Integrated Circuits and Embedded Systems
基 金:北京智芯微电子科技有限公司《面向BCD工艺核心器件可靠性仿真方法研究》项目。
摘 要:电磁脉冲冲击环境下工业芯片LDMOS(Laterally Diffused Metal Oxide Semiconductor)器件的可靠性仿真通常基于周期性单TLP(Transmission Line Pulse)脉冲信号的参数作为瞬态输入条件,利用商业TCAD(Technology Computer Aided Design)软件基础退化模块进行仿真。由于仿真条件简单,难以覆盖工业芯片常见的复杂电磁脉冲环境,器件的可靠性寿命预期值与实际经验值之间相差巨大,导致芯片的稳定性很难得到精准评估。本研究结合期望最大算法和可靠性应力转化理论,在进行可靠性仿真前对复杂电磁脉冲信号进行预处理,降低整体电磁信号的复杂度,提高仿真效率,增强建模的可靠性。系列过程可作为电磁场仿真模块补充嵌入到主流的TCAD仿真软件,提高工业芯片器件可靠性仿真精准度。The reliability simulation of industrial-chip-featured LDMOS(Laterally Diffused Metal Oxide Semiconductor)devices under electromagnetic pulse(EMP)impact can be accomplished using the commercial TCAD(Technology Computer-Aided Design)software,which employs periodic TLP(Transmission Line Pulse)signals as transient input conditions for the degradation module.Due to the simplicity of this simulation,it is challenging to cover the common and complex EMP environments encountered by industrial chips.The expected device lifetime differs significantly from the empirical value,making it difficult to accurately assess the stability of chips.In this research,we combine the expectation-maximization algorithm and the reliability theory to optimize this process.Before conducting reliability simulations,the complex electromagnetic pulse signal is preprocessed to reduce the overall complexity.The preprocess significantly improves simulation efficiency and enhances the reliability of the modeling.The method can be integrated as a complementary module for mainstream TCAD simulation software when conducting electromagnetic field simulation,thereby improving the accuracy of reliability simulations for industrial chip devices.
关 键 词:电磁脉冲冲击 LDMOS器件 期望最大算法 可靠性理论
分 类 号:TP872[自动化与计算机技术—检测技术与自动化装置]
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