简介通信,控制和信号处理Introduction to Communication, Control, and Signal Processing (MIT) |
|
课程网址: | http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc... |
主讲教师: | Prof. Alan V. Oppenheim, Prof. George Verghese |
开课单位: | 麻省理工学院 |
开课时间: | 2010-01-01 |
课程语种: | 英语 |
中文简介: | 本课程将信号、系统和推理作为通信、控制和信号处理中的统一主题进行研究。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;离散和连续时间内的时域和变换域表示;组延迟;陈述反馈和观察者;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;检测;匹配的过滤器。 |
课程简介: | This course examines signals, systems and inference as unifying themes 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; 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: | 概率模型; 随机过程; 功率谱密度; 假设检验; 信号检测 |
课程来源: | 麻省理工学院公开课 |
最后编审: | 2016-03-19:gmj |
阅读次数: | 52 |