Sensor Selection for Hypothesis Testing: Complexity and Greedy Algorithms

2019 IEEE 58th Conference on Decision and Control (CDC) ◽

10.1109/cdc40024.2019.9029235 ◽

2019 ◽

Author(s):

Lintao Ye ◽

Shreyas Sundaram

Keyword(s):

Hypothesis Testing ◽

Greedy Algorithms ◽

Sensor Selection ◽

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Dynamic context-aware sensor selection for sequential hypothesis testing

53rd IEEE Conference on Decision and Control ◽

10.1109/cdc.2014.7040471 ◽

2014 ◽

Author(s):

Nurali Virani ◽

Ji-Woong Lee ◽

Shashi Phoha ◽

Asok Ray

Keyword(s):

Hypothesis Testing ◽

Sensor Selection ◽

Context Aware ◽

Sequential Hypothesis ◽

Sequential Hypothesis Testing ◽

Selection For ◽

Dynamic Context

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Sensor selection for Kalman filtering of linear dynamical systems: Complexity, limitations and greedy algorithms

10.1016/j.automatica.2016.12.025 ◽

2017 ◽

Vol 78 ◽

pp. 202-210 ◽

Author(s):

Haotian Zhang ◽

Raid Ayoub ◽

Shreyas Sundaram

Keyword(s):

Dynamical Systems ◽

Kalman Filtering ◽

Greedy Algorithms ◽

Sensor Selection ◽

Linear Dynamical Systems ◽

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Sensor selection for hypothesis testing in wireless sensor networks: a Kullback-Leibler based approach

Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference ◽

10.1109/cdc.2009.5400743 ◽

2009 ◽

Author(s):

Dragana Bajovic ◽

Bruno Sinopoli ◽

Joao Xavier

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Hypothesis Testing ◽

Sensor Selection ◽

Wireless Sensor ◽

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Optimal Sensor Selection for Binary Detection based on Stochastic Submodular Optimization

2020 59th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc42340.2020.9304113 ◽

2020 ◽

Author(s):

Joao P. Hespanha ◽

Denis Garagic

Keyword(s):

Sensor Selection ◽

Submodular Optimization ◽

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Sensor Selection for Cooperative Spectrum Sensing in Multiantenna Sensor Networks Based on Convex Optimization and Genetic Algorithm

IEEE Sensors Journal ◽

10.1109/jsen.2016.2535862 ◽

2016 ◽

Vol 16 (10) ◽

pp. 3486-3487 ◽

Author(s):

Seyed Hani Hojjati ◽

Ataollah Ebrahimzadeh ◽

Maryam Najimi ◽

Ali Reihanian

Keyword(s):

Genetic Algorithm ◽

Sensor Networks ◽

Convex Optimization ◽

Spectrum Sensing ◽

Cooperative Spectrum Sensing ◽

Sensor Selection ◽

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Properties of hypothesis testing techniques and (Bayesian) model selection for exploration-based and theory-based (order-restricted) hypotheses

British Journal of Mathematical and Statistical Psychology ◽

10.1111/bmsp.12041 ◽

2014 ◽

Vol 68 (2) ◽

pp. 220-245 ◽

Author(s):

Rebecca M. Kuiper ◽

Tim Nederhoff ◽

Irene Klugkist

Keyword(s):

Model Selection ◽

Hypothesis Testing ◽

Bayesian Model ◽

Bayesian Model Selection ◽

Testing Techniques ◽

Selection For ◽

Order Restricted

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Hypothesis Testing: Strategy Selection for Generalising versus Limiting Hypotheses

Thinking & Reasoning ◽

10.1080/135467899394084 ◽

1999 ◽

Vol 5 (1) ◽

pp. 67-92 ◽

Author(s):

Barbara A. Spellman

Keyword(s):

Hypothesis Testing ◽

Strategy Selection ◽

Testing Strategy ◽

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Point-Based Value Iteration and Approximately Optimal Dynamic Sensor Selection for Linear-Gaussian Processes**This work is supported by DARPA Grant D19AP00078, FOA-AFRL-AFOSR-2019-0003 and NSF Award 1944318.

2021 American Control Conference (ACC) ◽

10.23919/acc50511.2021.9482822 ◽

2021 ◽

Author(s):

Michael Hibbard ◽

Kirsten Tuggle ◽

Takashi Tanaka

Keyword(s):

Gaussian Processes ◽

Sensor Selection ◽

Value Iteration ◽

Optimal Dynamic ◽

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Sensor Selection for Dynamics-Driven User-Interface Design

IEEE Transactions on Control Systems Technology ◽

10.1109/tcst.2021.3056242 ◽

2021 ◽

pp. 1-14

Author(s):

Abraham P. Vinod ◽

Adam J. Thorpe ◽

Philip A. Olaniyi ◽

Tyler H. Summers ◽

Meeko M. K. Oishi

Keyword(s):

User Interface ◽

Interface Design ◽

User Interface Design ◽

Sensor Selection ◽

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Dynamic Sensor Selection for Target Tracking in Wireless Sensor Networks

2011 IEEE Vehicular Technology Conference (VTC Fall) ◽

10.1109/vetecf.2011.6092942 ◽

2011 ◽

Author(s):

Farzaneh R. Armaghani ◽

Iqbal Gondal ◽

Joarder Kamruzzaman

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Target Tracking ◽

Sensor Selection ◽

Wireless Sensor ◽

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