A smartphone-driven methodology for estimating physical activities and energy expenditure in free living conditions

- A smartphone use for physical activity evaluation in free living conditions.
- The smartphone algorithm competes with sensors for energy expenditure.
- The algorithm takes advantages of the smartphone accelerometers without extra sensors.
- The performance does not require knowing the initial phone position.
- Evaluation and monitoring of physical activity in large and distant populations.