Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming
This paper addresses the energy conservation problem in wireless sensor networks, in which sensor data are aggregated into packages and then transmitted periodically to the base station according to an established schedule. We formulate two mixed integer programming problems, first for minimum total...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-08-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/14/16/4828 |
| _version_ | 1797524064204488704 |
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| author | Piotr Arabas Andrzej Sikora Wojciech Szynkiewicz |
| author_facet | Piotr Arabas Andrzej Sikora Wojciech Szynkiewicz |
| author_sort | Piotr Arabas |
| collection | DOAJ |
| description | This paper addresses the energy conservation problem in wireless sensor networks, in which sensor data are aggregated into packages and then transmitted periodically to the base station according to an established schedule. We formulate two mixed integer programming problems, first for minimum total energy usage and second for min-max per node energy usage. We present two algorithms for slot allocation that exploit the periodic nature of the data collection process by allocating a subset of nodes to subsequent frames. A mixed-integer solver solves the resulting mathematical programming task. The performed numerical experiments show that the proposed approach is appropriate for relatively small networks when minimizing the total energy consumption problem. Hopefully, the problem may be solved for medium size networks when a maximum node energy consumption performance index is used. |
| first_indexed | 2024-03-10T08:52:01Z |
| format | Article |
| id | doaj.art-c5e00ff929864c4c91c85c9fc25e5e81 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T08:52:01Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-c5e00ff929864c4c91c85c9fc25e5e812023-11-22T07:27:58ZengMDPI AGEnergies1996-10732021-08-011416482810.3390/en14164828Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer ProgrammingPiotr Arabas0Andrzej Sikora1Wojciech Szynkiewicz2Research and Academic Computer Network NASK—National Research Institute, Kolska 12, 01-045 Warsaw, PolandResearch and Academic Computer Network NASK—National Research Institute, Kolska 12, 01-045 Warsaw, PolandInstitute of Control and Computation Engineering, Faculty of Electronics and Information Technology, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, PolandThis paper addresses the energy conservation problem in wireless sensor networks, in which sensor data are aggregated into packages and then transmitted periodically to the base station according to an established schedule. We formulate two mixed integer programming problems, first for minimum total energy usage and second for min-max per node energy usage. We present two algorithms for slot allocation that exploit the periodic nature of the data collection process by allocating a subset of nodes to subsequent frames. A mixed-integer solver solves the resulting mathematical programming task. The performed numerical experiments show that the proposed approach is appropriate for relatively small networks when minimizing the total energy consumption problem. Hopefully, the problem may be solved for medium size networks when a maximum node energy consumption performance index is used.https://www.mdpi.com/1996-1073/14/16/4828wireless sensor networkenergymixed integer programming |
| spellingShingle | Piotr Arabas Andrzej Sikora Wojciech Szynkiewicz Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming Energies wireless sensor network energy mixed integer programming |
| title | Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming |
| title_full | Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming |
| title_fullStr | Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming |
| title_full_unstemmed | Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming |
| title_short | Energy-Aware Activity Control for Wireless Sensing Infrastructure Using Periodic Communication and Mixed-Integer Programming |
| title_sort | energy aware activity control for wireless sensing infrastructure using periodic communication and mixed integer programming |
| topic | wireless sensor network energy mixed integer programming |
| url | https://www.mdpi.com/1996-1073/14/16/4828 |
| work_keys_str_mv | AT piotrarabas energyawareactivitycontrolforwirelesssensinginfrastructureusingperiodiccommunicationandmixedintegerprogramming AT andrzejsikora energyawareactivitycontrolforwirelesssensinginfrastructureusingperiodiccommunicationandmixedintegerprogramming AT wojciechszynkiewicz energyawareactivitycontrolforwirelesssensinginfrastructureusingperiodiccommunicationandmixedintegerprogramming |