An apparatus, system, and method are disclosed for acceleration initiated association. A peripheral knock module receives a first knock command from a first accelerometer of a peripheral device. The first knock command comprises a plurality of peripheral time stamps for a plurality of peripheral device accelerations. A peripheral identifier module creates a peripheral identifier comprising time interval values of time intervals between the peripheral time stamps. A broadcast module broadcasts a discovery signal with a signal identifier that comprises the peripheral identifier.