18576283. LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD simplified abstract (Panasonic Intellectual Property Management Co., Ltd.)
Contents
- 1 LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Original Abstract Submitted
LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD
Organization Name
Panasonic Intellectual Property Management Co., Ltd.
Inventor(s)
Naganori Shirakata of Osaka (JP)
LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD - A simplified explanation of the abstract
This abstract first appeared for US patent application 18576283 titled 'LEARNING DEVICE, PATH ESTIMATION SYSTEM, AND LEARNING METHOD
Simplified Explanation
The patent application describes a learning device equipped with collection circuits for gathering step operation information and reception level information from wireless stations installed for each step, as well as a learning circuit that uses this data to create a generation model for estimating the operational state of a third wireless station.
- Collection circuits for step operation information and reception level information
- Learning circuit for creating a generation model
- Wireless stations installed for each step
- Teaching data formed of step operation and reception level information
- Estimating the operational state of a third wireless station
Potential Applications
This technology could be applied in various industries such as telecommunications, IoT, and automation for optimizing wireless network performance and predicting the behavior of wireless stations.
Problems Solved
1. Efficient monitoring and management of wireless networks 2. Predicting the operational state of wireless stations
Benefits
1. Improved network performance 2. Enhanced predictive capabilities 3. Streamlined maintenance and troubleshooting processes
Potential Commercial Applications
Optimizing wireless network performance in telecommunications companies Enhancing IoT device connectivity and reliability in smart home systems
Possible Prior Art
While there may be similar technologies in the field of wireless network optimization and predictive modeling, the specific combination of step operation information and reception level information for creating a generation model may be unique to this patent application.
Unanswered Questions
How does this technology handle interference from external sources in wireless networks?
The patent application does not specifically address how the learning device mitigates interference from external sources that may affect the reception level information and the operational state estimation of wireless stations.
What is the scalability of this technology for large-scale wireless networks?
The patent application does not provide information on the scalability of the learning device for deployment in large-scale wireless networks with numerous wireless stations across multiple steps.
Original Abstract Submitted
This learning device is provided with: collection circuits () for collecting step operation information indicating the operational state of each step, and reception level information that includes a reception level of a signal received by a first wireless station () from each of second wireless stations (- to -) installed for each step; and a learning circuit () for using teaching data formed of the step operation information and the reception level information linked to each other for each step to cause a generation model for estimating the operational state of a third wireless station () to learn.
