Issues with WiFi staying connected on our Bike

So within the last 2 weeks, we've noticed issues with the bike staying connected to the internet. Workouts would stop in the middle and a yellow bar across the top would say "Your device is having trouble connecting to the network". Workouts would start, stop, start up again and stop again. It took 45 minuets to do a 30 minutes class because of this issue. It wasn't that there was no connection, the connection just wouldn't stay. I shut down, disconnected from the network and then reconencted to the network which did not help. I should note that I don't have any issues with any other device in my house. SInce my efforts didn't resolve the issue I reached out to Peloton support. Their suggestion was a full factory reset, which I did (twice now) and also did not fix the issue. Even after a full factory reset it will not stay connected. They also suggestioned checking the time, but the time on the bike is correct. I'm now at the point where my only option is a new tablet, but before I did that I wanted to reach out to see if anyone else has experienced this issue and were able to get it resolved without ordering a new tablet. It just doesn't make sense that a device can't stay connected to WiFi?