20240031770. DETERMINING WIRELESS DEPLOYMENT TYPE FOR OPTIMIZED SPECTRUM UTILIZATION simplified abstract (Cisco Technology, Inc.)
Contents
DETERMINING WIRELESS DEPLOYMENT TYPE FOR OPTIMIZED SPECTRUM UTILIZATION
Organization Name
Inventor(s)
Peiman Amini of Fremont CA (US)
Vishal S. Desai of San Jose CA (US)
Ardalan Alizadeh of Milpitas CA (US)
Sudhir K. Jain of Fremont CA (US)
DETERMINING WIRELESS DEPLOYMENT TYPE FOR OPTIMIZED SPECTRUM UTILIZATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240031770 titled 'DETERMINING WIRELESS DEPLOYMENT TYPE FOR OPTIMIZED SPECTRUM UTILIZATION
Simplified Explanation
The abstract of this patent application describes techniques for automated wireless deployment configuration. It involves receiving environmental sensor data from multiple access points (APs) and clustering these APs into clusters based on the sensor data. The clusters are then classified as either indoor or outdoor based on the sensor data and defined environmental values. Each AP is assigned a label based on the cluster classification, and some of the APs are reconfigured based on the assigned labels.
- Techniques for automated wireless deployment configuration are provided.
- Environmental sensor data from multiple APs is received.
- The APs are clustered into groups based on the sensor data.
- The clusters are classified as indoor or outdoor based on the sensor data and defined environmental values.
- Each AP is assigned a label based on the cluster classification.
- Some of the APs are reconfigured based on the assigned labels.
Potential Applications:
- Wireless network deployment and configuration automation.
- Optimizing wireless network coverage and performance.
- Efficient management of indoor and outdoor APs.
Problems Solved:
- Manual configuration of wireless networks can be time-consuming and error-prone.
- Determining the optimal placement and configuration of APs can be challenging.
- Adapting wireless networks to changing environmental conditions can be difficult.
Benefits:
- Automation of wireless deployment configuration saves time and reduces human error.
- Clustering and classification based on environmental sensor data improves network optimization.
- Reconfiguring APs based on assigned labels ensures efficient network management.
Original Abstract Submitted
techniques for automated wireless deployment configuration are provided. environmental sensor data from a plurality of access points (aps) is received, and the plurality of aps are clustered into a set of clusters based on the environmental sensor data. cluster classifications are generated by classifying each cluster in the set of clusters as either an indoor cluster or an outdoor cluster based on the environmental sensor data and one or more defined environmental values. a respective label is assigned to each respective ap in the plurality of aps based on the cluster classifications, and one or more of the plurality of aps are reconfigured based on the assigned labels.
