This is a single-site, prospective, open label trial evaluating home telemonitoring for patients with COPD and a history of increased exacerbation risk. The purpose of this study is to determine whether automated home monitoring of medication compliance and biometric parameters \[forced expiratory capacity in one second (FEV1), forced vital capacity (FVC), peak inspiratory flow rate (PIFR), inspiratory capacity (IC), pulse oximetry, and symptoms\] is acceptable to patients, can improve adherence, and may improve clinical outcomes and reduce exacerbations and avoidable 30-day readmissions. Slow spirometry will be performed Sundays, Mondays, Wednesdays, Fridays and Saturdays. Forced spirometry will be performed Tuesdays and Thursdays.