加拿大UBC的教授Julian Cheng教授将于4月24-27日晚上18:30-20:30在教1-301进行为期四次的主题为 Random Signal Processing and Interference的授课。欢迎各位同学积极参加。
本次课程参加完成并完成指定作业，合格后最多可获得0.4SRTP学分。
Course Title: Random Signal Processing and Interference
Course Instructor: Julian Cheng
Textbook: Alan Oppenheim and George Verghese, Signals, Systems, and Inference. Prentice Hall, 2015
Course plan and topics:
Class 1: Random processes, linear estimation of random processes, LTI filtering of random processes; power spectral density; Einstein-Wiener-Khinchin theorem.
Class 2: Baseband pulse-amplitude modulation, Nyquist pulse, binary pulse amplitude modulation in noise; hypothesis testing: MAP decision rule; binary hypothesis testing with Neyman-Pearson decision rule and receiver operating characteristic.
Class 3: Estimation of a continuous random variable, orthogonality principle, LMMESE estimation for random variables, non-causal Wiener filters, estimation of continuous-time signals.
Class 4: Detection of a known signal in i.i.d. Gaussian noise, detection in colored noise, matched filtering, Nyquist pulse design.
Note: Homework problems will be handed out after each class, and solutions to these problems will be provided.
CV：
Julian Cheng received his PhD degree in electrical engineering from the University of Alberta, Edmonton, AB, Canada. He is currently a Full Professor (with tenure) in the School of Engineering at The University of British Columbia, Okanagan campus in Kelowna, BC, Canada. His current research interests include wireless communication theory, wireless networks, optical wireless communications, and quantum communications. Dr. Cheng has served as a member of technical program committee for many IEEE conferences and workshops. He co-chaired the 12th Canadian Workshop on Information Theory (CWIT 2011) in Kelowna, Canada. In 2012, he chaired the 2012 Wireless Communications in Banff, Canada. Dr. Cheng also chaired the sixth IEEE Optical Wireless Communications Symposium at the 2015 IEEE Global Communications Conference. Currently, he serves as an Editor for IEEE Transactions on Communications, IEEE Transactions on Wireless Communications, IEEE Communications Letters, IEEE Access, as well as a Guest Editor for a special issue of IEEE Journal on Selected Areas in Communications on optical wireless communications.
