Maternal obesity (defined as BMI at presentation ≥ 30) is an ever-increasing problem in the US, and is even more prominent in the obstetric suite. Meanwhile, obese women have an increased risk for labor problems, infections and other complications. Noninvasive labor monitoring, while preferable to reduce the infection risk, is particularly unreliable in this population.