信号、系统和推理Signals, Systems And Inference |
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课程网址: | https://ocw.mit.edu/courses/6-011-signals-systems-and-inference-s... |
主讲教师: | Prof. George Verghese; Prof. Alan V. Oppenheim; Prof. Peter Hagelstein |
开课单位: | 麻省理工学院 |
开课时间: | 2018-01-01 |
课程语种: | 英语 |
中文简介: | 本课程涵盖通信、控制和信号处理中的信号、系统和推理。主题包括由确定性和随机信号驱动的线性系统的输入输出和状态空间模型;离散和连续时间中的时域和变换表示;和组延迟。状态反馈和观察员。概率模型;随机过程、相关函数、功率谱、谱分解。最小均方误差估计;维纳滤波。假设检验;检波;匹配的筛选器。 |
课程简介: | This course covers signals, systems and inference in communication, control and signal processing. Topics include input-output and state-space models of linear systems driven by deterministic and random signals; time- and transform-domain representations in discrete and continuous time; and group delay. State feedback and observers. Probabilistic models; stochastic processes, correlation functions, power spectra, spectral factorization. Least-mean square error estimation; Wiener filtering. Hypothesis testing; detection; matched filters. |
关 键 词: | 信号处理; 最小均方; 假设检验 |
课程来源: | 麻省理工学院公开课 |
数据采集: | 2023-11-23:chenjy |
最后编审: | 2023-11-23:chenjy |
阅读次数: | 25 |