New Methods and Results in Signal Processing and System Identification

信号处理和系统辨识的新方法和结果

• 批准号: 9122753
• 负责人: Arye Nehorai
• 金额: $ 11.31万
• 依托单位: Yale University
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 1992
• 资助国家: 美国
• 起止时间: 1992-04-15 至 1994-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=9122753&HistoricalAwards=false
• 关键词: New; Methods; Results; Signal; Processing

Nehorai This research focuses on new theoretical and algorithmic solutions to three problems in the general area of signal modeling and system identification: 1. a computationally-efficient high-order Yule-Walker estimator and its adaptive counterpart; 2. fitting rational transfer function models to frequency response data; and 3. hypothesis testing and detection with the optimal instrumental variable method.

Nehorai这项研究着重于信号建模和系统识别一般领域的三个问题的新理论和算法解决方案：1。计算高效的高阶Yule-Walker估计器及其适应性对应物； 2。拟合合理传输函数模型与频率响应数据；和3。使用最佳仪器变量方法进行假设检测和检测。