System and method for identifying spatial resource for iot network based on machine learning
AssigneeChung Ang University Industry Academic Cooperation Foundation
InventorsSung Rae CHO, Woong Soo NA, Dong Hyun LEE, Jun Suk OH
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Abstract
Disclosed is a system for identifying a spatial resource for an IoT network, the system including a plurality of IoTDs (IoT devices) configured to identify an empty spatial resource using an identification parameter and provide spectrum identification information corresponding to a result thereof, and a radio resource harvesting edge (RRHE) configured to receive the spectrum identification information, optimize the identification parameter based on the received spectrum identification information, and provide the optimized identification parameter to the IoTDs.
Claims11
A system for identifying a spatial resource for an Internet of Things (IoT) network, the system comprising:
- a plurality of IoTDs (IoT devices) configured to identify an empty spatial resource using an identification parameter and provide spectrum identification information corresponding to a result thereof;
- and
- a radio resource harvesting edge (RRHE) configured to receive the spectrum identification information, optimize the identification parameter based on the received spectrum identification information, and provide the optimized identification parameter to the IoTDs.
A method of identifying a spatial resource for an IoT network, the method comprising:
- an identification phase of finding, by each of a plurality of IoTDs, an unused spatial resource using an identification parameter provided by an RRHE, and finding, by the RRHE, the optimal identification parameter through RL;
- a report phase of sending, by the plurality of IoTDs, an identification result to the RRHE through a control channel, and receiving, by the RRHE, the identification result and sending the identification parameter found through previous RL in the identification phase to the IoTDs;
- and
- a communication phase of performing, by the plurality of IoTDs, D2D communication through surrounding unused spectrum resources, updating, by the RRHE, the identification result received in the report phase, and starting, by the RRHE, to find an identification parameter using RL.
Dependencies are inferred from the claim text.