Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Today, the network operators have to perform drive/walk tests when planning and optimizing their networks. These drive/walk tests are costly and time-consuming, cover only a limited part of the network, and capture only a snapshot in time. To overcome these difficulties, the mobile devices in the network can be used as probes by continuously reporting the observed service quality together with their positions. ,  introduce the concept of X-map estimation, which is a function that processes the measurement data into a geographic map with overlay performance information, referred to as an X-map. By continuously processing measurements, the X-map estimation function approximates the spatial characteristics of the network performance and therefore reduces the costs of drive/walk tests. Additionally, X-maps can be used by Self-Organizing Networks (SON), especially in functionalities that address optimization of coverage, capacity, and quality. ,  introduce two approaches for determining X-maps and  analyze the influence of the applied positioning method on the accuracy of the X-maps.  show that the accuracy of the positioning technique can have a significant impact on the accuracy of the X-map.
['Michaela Neuland', 'Thomas Kurner', 'Mehdi Amirijoo']
I am writing a research paper on a idea Influence of Positioning Error on X-Map Estimation in LTE
[{"from": "human", "value": "I am writing a research paper on a idea Influence of Positioning Error on X-Map Estimation in LTE"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Today, the network operators have to perform drive/walk tests when planning and optimizing their networks. These drive/walk tests are costly and time-consuming, cover only a limited part of the network, and capture only a snapshot in time. To overcome these difficulties, the mobile devices in the network can be used as probes by continuously reporting the observed service quality together with their positions. ,  introduce the concept of X-map estimation, which is a function that processes the measurement data into a geographic map with overlay performance information, referred to as an X-map. By continuously processing measurements, the X-map estimation function approximates the spatial characteristics of the network performance and therefore reduces the costs of drive/walk tests. Additionally, X-maps can be used by Self-Organizing Networks (SON), especially in functionalities that address optimization of coverage, capacity, and quality. ,  introduce two approaches for determining X-maps and  analyze the influence of the applied positioning method on the accuracy of the X-maps.  show that the accuracy of the positioning technique can have a significant impact on the accuracy of the X-map."}]