Statistical Signal Processing

统计信号处理

• 批准号: 1000230782-2015
• 负责人: Krishnamurthy, Vikram
• 金额: $ 1.21万
• 依托单位: University of British Columbia
• 依托单位国家: 加拿大
• 项目类别: Canada Research Chairs
• 财政年份: 2017
• 资助国家: 加拿大
• 起止时间: 2017-01-01 至 2018-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=642637
• 关键词: Statistical; Signal; Processing

The research program aims to develop novel algorithms and analysis methods for adaptive decision making in signal processing systems. This fundamental research involves the interplay of Bayesian signal processing, stochastic optimization, control and game theory. We consider three main applications: (i) Novel models, algorithms and analysis for information diffusion and estimation in social networks. (ii) Development of radar resource management algorithms and meta-level tracking algorithms for tracking multiple moving targets. (iii) Dynamic models and control algorithms for biosensors built out of artificial cell membranes.

该研究计划旨在为信号处理系统中的自适应决策开发新的算法和分析方法。这一基础研究涉及贝叶斯信号处理、随机优化、控制和博弈论的相互作用。我们考虑了三个主要应用：(i)社会网络中信息扩散和估计的新模型、算法和分析。发展雷达资源管理算法和跟踪多个移动目标的元级跟踪算法。（三）人造细胞膜生物传感器的动态模型和控制算法。