Dynamic power management utilizing reinforcement learning with fuzzy reward for energy harvesting wireless sensor nodes

IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2011.6119679 ◽

2011 ◽

Cited By ~ 5

Author(s):

Cheng-Ting Liu ◽

Roy Chaoming Hsu

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Dynamic Power Management ◽

Wireless Sensor Nodes ◽

Dynamic Power

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Reinforcement Learning-Based Dynamic Power Management for Energy Harvesting Wireless Sensor Network

Next-Generation Applied Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02568-6_41 ◽

2009 ◽

pp. 399-408 ◽

Cited By ~ 2

Author(s):

Roy Chaoming Hsu ◽

Cheng-Ting Liu ◽

Wei-Ming Lee

Keyword(s):

Reinforcement Learning ◽

Wireless Sensor Network ◽

Energy Harvesting ◽

Sensor Network ◽

Power Management ◽

Wireless Sensor ◽

Dynamic Power Management ◽

Dynamic Power

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A Reinforcement Learning-Based ToD Provisioning Dynamic Power Management for Sustainable Operation of Energy Harvesting Wireless Sensor Node

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2014.2316518 ◽

2014 ◽

Vol 2 (2) ◽

pp. 181-191 ◽

Cited By ~ 23

Author(s):

Roy Chaoming Hsu ◽

Cheng-Ting Liu ◽

Hao-Li Wang

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Power Management ◽

Sensor Node ◽

Wireless Sensor ◽

Dynamic Power Management ◽

Wireless Sensor Node ◽

Dynamic Power ◽

Sustainable Operation

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Design and Implementation of a Dynamic Power Management System for Wireless Sensor Nodes

Engineering Asset Lifecycle Management ◽

10.1007/978-0-85729-320-6_82 ◽

2010 ◽

pp. 705-714 ◽

Cited By ~ 1

Author(s):

Zhenhuan Zhu ◽

S. Olutunde Oyadiji ◽

Samir Mekid

Keyword(s):

Power Management ◽

Management System ◽

Sensor Nodes ◽

Wireless Sensor ◽

Dynamic Power Management ◽

Wireless Sensor Nodes ◽

Dynamic Power ◽

Design And Implementation ◽

Power Management System

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Dynamic energy management of energy harvesting wireless sensor nodes using fuzzy inference system with reinforcement learning

2015 IEEE 13th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin.2015.7281720 ◽

2015 ◽

Cited By ~ 3

Author(s):

Roy Chaoming Hsu ◽

Tzu-Hao Lin ◽

Shi-Mao Chen ◽

Cheng-Ting Liu

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Energy Management ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Sensor Nodes ◽

Wireless Sensor ◽

Wireless Sensor Nodes ◽

Inference System ◽

Dynamic Energy Management

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Power Management Circuit for Wireless Sensor Nodes Powered by Energy Harvesting: On the Synergy of Harvester and Load

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2018.2885827 ◽

2019 ◽

Vol 34 (9) ◽

pp. 8671-8681 ◽

Cited By ~ 9

Author(s):

Zheng Jun Chew ◽

Tingwen Ruan ◽

Meiling Zhu

Keyword(s):

Energy Harvesting ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Wireless Sensor Nodes

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Power Management of Wireless Sensor Nodes with Coordinated Distributed Reinforcement Learning

2019 IEEE 37th International Conference on Computer Design (ICCD) ◽

10.1109/iccd46524.2019.00092 ◽

2019 ◽

Author(s):

Shaswot Shresthamali ◽

Masaaki Kondo ◽

Hiroshi Nakamura

Keyword(s):

Reinforcement Learning ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Wireless Sensor Nodes ◽

Distributed Reinforcement

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Combined power extraction with adaptive power management module for increased piezoelectric energy harvesting to power wireless sensor nodes

2016 IEEE SENSORS ◽

10.1109/icsens.2016.7808555 ◽

2016 ◽

Cited By ~ 5

Author(s):

Zheng Jun Chew ◽

Meiling Zhu

Keyword(s):

Energy Harvesting ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Piezoelectric Energy Harvesting ◽

Wireless Sensor Nodes ◽

Power Extraction ◽

Piezoelectric Energy ◽

Adaptive Power

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Enhanced reinforcement learning assisted dynamic power management model for internet-of-things centric wireless sensor network

IET Communications ◽

10.1049/iet-com.2020.0026 ◽

2020 ◽

Vol 14 (21) ◽

pp. 3748-3760

Author(s):

Doreswamy Hosahalli ◽

Kunal G. Srinivas

Keyword(s):

Reinforcement Learning ◽

Wireless Sensor Network ◽

Internet Of Things ◽

Sensor Network ◽

Power Management ◽

Wireless Sensor ◽

Management Model ◽

Dynamic Power Management ◽

Dynamic Power

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Low power adaptive power management with energy aware interface for wireless sensor nodes powered using piezoelectric energy harvesting

2015 IEEE SENSORS ◽

10.1109/icsens.2015.7370663 ◽

2015 ◽

Author(s):

Zheng Jun Chew ◽

Meiling Zhu

Keyword(s):

Energy Harvesting ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Piezoelectric Energy Harvesting ◽

Energy Aware ◽

Wireless Sensor Nodes ◽

Piezoelectric Energy ◽

Power Adaptive ◽

Adaptive Power

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A Micro Inertial Energy Harvesting Platform With Self-Supplied Power Management Circuit for Autonomous Wireless Sensor Nodes

IEEE Journal of Solid-State Circuits ◽

10.1109/jssc.2014.2331953 ◽

2014 ◽

Vol 49 (9) ◽

pp. 2017-2029 ◽

Cited By ~ 97

Author(s):

Ethem Erkan Aktakka ◽

Khalil Najafi

Keyword(s):

Energy Harvesting ◽

Power Management ◽

Sensor Nodes ◽

Wireless Sensor ◽

Wireless Sensor Nodes ◽

Inertial Energy

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