The Edge of Performance with NTT


September 7, 2020

Garmin Edge® is one of the most popular head units around. Not only because it ticks all the boxes of performance, navigation, safety and connectivity, it’s because it also collects data – a lot of data. Pro cycling teams are very keen on that and that’s one of the reasons you would’ve seem a lot of riders using this device during the Tour the France. One of the world’s top teams, NTT Pro Cycling, gave us some great insights on how they use this data.

Garmin data is key

Edge devices record all kinds of data during your ride, like the speed, time, GPS, altitude and temperature. And with additional accessories, you can also track your cadence, heart rate and power output. NTT Pro Cycling collects all this data to analyze the results of their riders, but they go further. Way further. Dr. Daniel Green, head of performance innovation for the team says: “With the help of our title sponsor, we found a great partner for data processing and machine learning. We developed a very complicated athlete management system that integrates all the data of our riders together onto one platform. Here we bring in all the training data from the Edges, the Garmin wellness information, the sleep data from the Garmin wearables and the weight data from the Garmin Index™ scales. This helps us to visualize, interpret and integrate the data together.”

The team riders use Garmin wearables like the Forerunner® 945, and the data from this watch is very useful and relevant regarding measuring the physiological condition overnight. “We try to capture how our riders recover, function physiologically, fight an illness and those sorts of things based on their resting heart rates. This gives us a much better insight into a rider’s health and well-being. This is especially important to see if a rider has truly recovered from an illness or sickness so we know if we can start training again or potentially put him back into a race.”

[An example of the sleep metrics that NTT Pro Cycling calculates for their riders based on the all-day HR measurements from the Garmin wearables]

Via machine learning, they also shape the training plans of their riders and select the best races for each rider’s potential and talent. “We’ve created a performance index to quantify performances over a long period, up to 10 years. With the help of this index, we can see when a rider was it his best and what his fitness was when he performed at that moment. That allows us to model what kind of training we need to provide for the rider to get to that fitness level in time for certain key races. All this data is recorded and collected through our Garmin products and Garmin Connect,” Dr. Green explained.

Performance driven

The Garmin head units have everything you need to become a better rider and help you accurately follow a training plan. Not only outdoors but also indoors on your Tacx® smart trainer. It automatically analyzes your post-ride data to learn you more about your training and tells you what impact it has on your fitness. Think about VO2 max and FTP tracking, a recovery guidance, your training status and even your training load balance. If you use power pedals and a heart rate monitor, the built-in FirstBeat algorithms and physiological insight will use this data to give an unparalleled insight into your fitness and the effect of your training. Like the training load focus, which displays the balance of your training across the fields of anaerobic, high aerobic and low aerobic.

These devices also have the most comprehensive and customizable in-ride data and graphs, giving you the ride data that’s most important to you. NTT Pro Cycling provides a recommendation for some of the riders on how to set this up. But everyone has information that they like to use, so what data and graphics are shown on their display varies by rider. All the data from the head units is being captured by the team when the riders are training and racing: speed, cadence, total climbing meters, elevation, altitude, and obviously, they are logging their power output and heart rates as well.

[An example of the Garmin Edge output of one of the NTT Pro Cycling riders in the final hour of a race]

Navigate and connect

Garmin is well-known for its navigation, so with the Edges you don’t have to be afraid of getting lost during a ride. It has simple-to-follow turn-by-turn instructions, and you can create a course in advance or on the fly. This is based on popularity routing, using billions of miles of Garmin Connect ride data. It also easily imports courses from multiple third parties, like Strava, Komoot and Trailforks. NTT Pro Cycling often uses this navigation feature in races and uploads the courses in advance to the riders’ devices. This has proven to be very helpful for a fast descent in the race and to see what’s coming up.

After your ride, the Edge seamlessly and automatically uploads your ride data via Garmin Connect™ to the…



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