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How Uber Improves Location Accuracy In Big Cities?

Uber has been taking primitive steps to reduce the cancellation of the trip due to mismatch of the pickup location. Before getting to know about this issue, If you have an idea to commence a business like Uber, It’s simple to get started with the Uber clone.

So what is the issue?

At many times would have faced this issue in a big city. After booking a ride, the Rider would wait for the trip, but the driver will be in the one corner of the road and the rider will be in the other. This happens due to a GPS issue because of that the driver cannot navigate the prompt location. This Leads to delay in the service. Many results in cancellation of the trip. Not to mention of this situation, Money has to be taken from the Driver’s pocket and Uber’s pocket.

As a matter of fact GPS has been inaugurated for the things in Flights. The core concept of GPS is signal would travel in a Line of sight. But due to the technical improvement GPS has deployed in various fields. Like Uber many uses these GPS to provide services. So to overcome this, Uber has planned a process called Occlusion Model. Through this they can provide better accuracy in the location.

What Is Occlusion Model?

In this algorithm Uber looks the city in a 3D rendering and works in an anticipation pattern that where the rider would be. To put in a line Uber has the probabilistic estimation where the rider is located.

Andrew Irish and Danny Iland brought up this Occlusion model. They stated that Consider 3 satellites. If a rider can see satellite 2 and 3, then the rider is probably on the left side of the road, because the satellite 1 is blocked by a tall building or by another issue.

Similarly, if the rider can see the satellite 1 and 2, then the rider might be on the right side of the road, because satellite 3 is blocked by any tall building or other.

This process is called Occlusion model that is through illusion trying to find the accuracy of the location. Eventually this algorithm has launched in 15 cities where Uber operates and found that due to the accuracy of the location few thousands of trip cancellation have been reduced. Though many has reviewed as this is not the unique way. But it has resulted in improvement in GPS system. Further Working on this to boost this algorithm globally.

After knowing about the Uber process, Many would have aspired to start a ride sharing business to suite sharing economy like Uber. It’s now pretty easy with our Uber clone.

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The post How Uber Improves Location Accuracy In Big Cities? appeared first on Blog.



This post first appeared on What Are The Features An Uber Clone Script Should Have?, please read the originial post: here

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