Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization
With the rapid spread of Internet of Things (IoT) services, the number of sensor devices has exploded, and the complexity of managing sensor devices has become a problem. To solve this problem, a metadata-based approach that uses the unique environmental information associated with each device for i...
Saved in:
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10032498/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1846128578102558720 |
|---|---|
| author | Ryota Shiina Shinya Tamaki Che Huang Tomoya Hatano Takashi Yamada Tatsuya Shimada Tomohiro Taniguchi |
| author_facet | Ryota Shiina Shinya Tamaki Che Huang Tomoya Hatano Takashi Yamada Tatsuya Shimada Tomohiro Taniguchi |
| author_sort | Ryota Shiina |
| collection | DOAJ |
| description | With the rapid spread of Internet of Things (IoT) services, the number of sensor devices has exploded, and the complexity of managing sensor devices has become a problem. To solve this problem, a metadata-based approach that uses the unique environmental information associated with each device for its management is being developed. This paper focuses on metadata collection for device management and control, and proposes a new collection method that uses low-layer communication while not modifying the existing protocol. Our proposal utilizes the extended area of the probe request (PRQ) frame of IEEE 802.11, which is a layer-2 protocol, to collect metadata. This makes it possible to achieve stable operation even on inexpensive and resource-limited IoT devices, and to realize metadata collection with low communication overhead and power consumption. It is shown to reduce the load on the central processing unit (CPU) and reduce power consumption compared to Internet Protocol (IP) -based metadata collection (layer-3 protocol and above). In addition, in terms of time sensitivity, the collection delay at the time of rising from deep sleep is reduced by 89.8% compared to IP-based techniques. Furthermore, as a benefit of low-layer collection, it enables periodic metadata collection in the background regardless of network connection above the IP layer. To demonstrate this benefit, an example of applying metadata collection to device management is prototyped and its feasibility is experimentally confirmed. |
| format | Article |
| id | doaj-art-f256c1a33aec49b09d4d4324bbc5d16a |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-f256c1a33aec49b09d4d4324bbc5d16a2024-12-11T00:03:31ZengIEEEIEEE Access2169-35362023-01-0111110781108810.1109/ACCESS.2023.324110410032498Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata UtilizationRyota Shiina0https://orcid.org/0000-0002-0764-9756Shinya Tamaki1Che Huang2Tomoya Hatano3Takashi Yamada4https://orcid.org/0000-0003-0884-6409Tatsuya Shimada5Tomohiro Taniguchi6NTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanNTT Access Network Service Systems Laboratories, NTT Corporation, Musashino, JapanWith the rapid spread of Internet of Things (IoT) services, the number of sensor devices has exploded, and the complexity of managing sensor devices has become a problem. To solve this problem, a metadata-based approach that uses the unique environmental information associated with each device for its management is being developed. This paper focuses on metadata collection for device management and control, and proposes a new collection method that uses low-layer communication while not modifying the existing protocol. Our proposal utilizes the extended area of the probe request (PRQ) frame of IEEE 802.11, which is a layer-2 protocol, to collect metadata. This makes it possible to achieve stable operation even on inexpensive and resource-limited IoT devices, and to realize metadata collection with low communication overhead and power consumption. It is shown to reduce the load on the central processing unit (CPU) and reduce power consumption compared to Internet Protocol (IP) -based metadata collection (layer-3 protocol and above). In addition, in terms of time sensitivity, the collection delay at the time of rising from deep sleep is reduced by 89.8% compared to IP-based techniques. Furthermore, as a benefit of low-layer collection, it enables periodic metadata collection in the background regardless of network connection above the IP layer. To demonstrate this benefit, an example of applying metadata collection to device management is prototyped and its feasibility is experimentally confirmed.https://ieeexplore.ieee.org/document/10032498/IoTmetadatalow-layer metadata collectionwireless local area network |
| spellingShingle | Ryota Shiina Shinya Tamaki Che Huang Tomoya Hatano Takashi Yamada Tatsuya Shimada Tomohiro Taniguchi Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization IEEE Access IoT metadata low-layer metadata collection wireless local area network |
| title | Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization |
| title_full | Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization |
| title_fullStr | Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization |
| title_full_unstemmed | Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization |
| title_short | Proposal for Low-Layer Metadata Collection Technology to Enhance IoT Metadata Utilization |
| title_sort | proposal for low layer metadata collection technology to enhance iot metadata utilization |
| topic | IoT metadata low-layer metadata collection wireless local area network |
| url | https://ieeexplore.ieee.org/document/10032498/ |
| work_keys_str_mv | AT ryotashiina proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT shinyatamaki proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT chehuang proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT tomoyahatano proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT takashiyamada proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT tatsuyashimada proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization AT tomohirotaniguchi proposalforlowlayermetadatacollectiontechnologytoenhanceiotmetadatautilization |