Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks
Wireless machine-to-machine sensor networks with multiple radio interfaces are expected to have several advantages, including high spatial scalability, low event detection latency, and low energy consumption. Here, we propose a network model design method involving network approximation and an optim...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2012-11-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1424-8220/12/11/14851 |
| _version_ | 1811279306803904512 |
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| author | Seoksoo Kim Jong Hyun Kim Sungmo Jung |
| author_facet | Seoksoo Kim Jong Hyun Kim Sungmo Jung |
| author_sort | Seoksoo Kim |
| collection | DOAJ |
| description | Wireless machine-to-machine sensor networks with multiple radio interfaces are expected to have several advantages, including high spatial scalability, low event detection latency, and low energy consumption. Here, we propose a network model design method involving network approximation and an optimized multi-tiered clustering algorithm that maximizes node lifespan by minimizing energy consumption in a non-uniformly distributed network. Simulation results show that the cluster scales and network parameters determined with the proposed method facilitate a more efficient performance compared to existing methods. |
| first_indexed | 2024-04-13T00:52:19Z |
| format | Article |
| id | doaj.art-898d99f8de5f499a937f994e3000e823 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-13T00:52:19Z |
| publishDate | 2012-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-898d99f8de5f499a937f994e3000e8232022-12-22T03:09:51ZengMDPI AGSensors1424-82202012-11-011211148511486110.3390/s121114851Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor NetworksSeoksoo KimJong Hyun KimSungmo JungWireless machine-to-machine sensor networks with multiple radio interfaces are expected to have several advantages, including high spatial scalability, low event detection latency, and low energy consumption. Here, we propose a network model design method involving network approximation and an optimized multi-tiered clustering algorithm that maximizes node lifespan by minimizing energy consumption in a non-uniformly distributed network. Simulation results show that the cluster scales and network parameters determined with the proposed method facilitate a more efficient performance compared to existing methods.http://www.mdpi.com/1424-8220/12/11/14851clustering algorithmlifespanmachine to machinemultiple radio interfacesnetwork modelingwireless sensor networks |
| spellingShingle | Seoksoo Kim Jong Hyun Kim Sungmo Jung Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks Sensors clustering algorithm lifespan machine to machine multiple radio interfaces network modeling wireless sensor networks |
| title | Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks |
| title_full | Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks |
| title_fullStr | Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks |
| title_full_unstemmed | Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks |
| title_short | Network Modeling and Energy-Efficiency Optimization for Advanced Machine-to-Machine Sensor Networks |
| title_sort | network modeling and energy efficiency optimization for advanced machine to machine sensor networks |
| topic | clustering algorithm lifespan machine to machine multiple radio interfaces network modeling wireless sensor networks |
| url | http://www.mdpi.com/1424-8220/12/11/14851 |
| work_keys_str_mv | AT seoksookim networkmodelingandenergyefficiencyoptimizationforadvancedmachinetomachinesensornetworks AT jonghyunkim networkmodelingandenergyefficiencyoptimizationforadvancedmachinetomachinesensornetworks AT sungmojung networkmodelingandenergyefficiencyoptimizationforadvancedmachinetomachinesensornetworks |