Statistical Signal Processing
Professor, Electrical & Computer Engineering, Cornell.
Statistical Signal Processing Stanford
Statistical signal properties and its variability reflect changes in the signal and system that produced it. Before we start talking about evaluation of the signal statistics, we need to agree on that biomedical signal distributed according to the normal distribution. This is a main assumption in biomedical analysis. 559 Statistical Signal Processing jobs available on Indeed.com. Apply to Research Scientist, Customer Service Representative, Algorithm Engineer and more! STATISTICAL DIGITAL SIGNAL PROCESSING AND MODELING. Title MonsonH.HayesStatisticalDigitalSignalProce(BookFi.org).djvu Author: SMS Created Date.
Vikram is also affiliated with Center of Applied Math and Mechanical & Aerospace Engineering at Cornell.
Vikram is a Fellow of IEEE, served as distinguished lecturer for the IEEE Signal Processing Society, Editor in Chief of IEEE Journal Selected Topics in Signal Processing. He was awarded an honorary doctorate from KTH, Sweden in 2013.
Vikram’s research interests are in statistical signal processing, stochastic control (POMDPs), stochastic optimization and inverse reinforcement learning with applications in social networks, human decision making and adaptive sensing.
- Click here for all my publications.
- Click here for preprints on arXiv
- Recent papers: JMLR,IEEE Info Theory, ICML, Nature Comm, IEEE Automatic Control, IEEE Signal Proc (Inverse RL for Identifying Cognitive Radar), IEEE Signal Proc (Inverse HMM Filters and Counter-adversarial Systems), IEEE Signal Proc (Anticipatory Decision Making and Quickest Change Detection).
| Fundamental Areas | Application Areas |
| POMDPs & Controlled Sensing | Social Networks (fusion & control) |
| Stochastic Optimization, Game Theory | Cognitive Radar & Intent Inference |
| Stochastic Calculus, filtering (old stuff) | Biosensors, Artificial Membranes |
Statistical Signal Processing Kay
Signal Processing Pdf
- Partially Observed Markov Decision Processes book, Cambridge, 2016
- Dynamics of Engineered Artificial Membranes & Biosensors,Cambridge, 2018.