Wheelchair in-seat activity tracker
In a system for determining in-seat behavior of a user, a sensor mat is placed on a location of the seat. The sensor mat includes a plurality of sensors that are distributed anthropometrically so as to be placed below predetermined anatomical sites of a typical user. At least one training episode in which the user assumes at least one predetermined posture for a predetermined amount of time is executed. Training data from each of the plurality of sensors is recorded and sensor parameters are adjusted based on the training data. After the training episode, use data is sensed from the plurality of sensors during normal use of the seat by the user. The in-seat behavior of the user is characterized based on the use data which results in the generation of characterization data. At least one predetermined action is taken based on the characterization data.
1. A method of determining in-seat behavior of a user having a buttocks sitting on a seat, comprising the steps of:
(a) placing a sensor mat on a location of the seat, wherein the sensor mat includes a plurality of sensors that are distributed anthropometrically so as to be placed below typical anatomical sites that impart load onto the seat surface during different seated postures;
(b) prior to normal use of the sensor mat, executing at least one training episode in which the user is instructed to adopt different postures including sitting upright and performing varying degrees of trunk movement in forward, left and right directions that alter force distribution at a buttocks-seat interface, while recording force values from the sensor mat in order to establish a relationship between postural shifts and force redistribution as measured by the plurality of sensors recording training data from each of the plurality of sensors and using the training data from the sensors to classify in-seat behaviors of the user;
(c) after the training episode, sensing use data from the plurality of sensors during normal use of the seat by the user;
(d) characterizing the in-seat behavior of the user based on the use data wherein characterization includes a spectrum of different types of activity resulting from both volitional and non-volitional weight shifts (including selected ones of: longer duration activities, full unloading activities of a particular duration, partial unloading activities with a minimum duration and short transient movements), thereby generating characterization data; and
(e) taking at least one predetermined action based on the characterization data.
2. The method of claim 1 , wherein the step of taking at least one predetermined action comprises instructing the user to perform a weight shifting behavior when the use data indicate that a characterized movement event has not occurred.
3. The method of claim 1 , further comprising the step of recording and analyzing the use data.
4. The method of claim 1 , further comprising the steps of:
(a) detecting movement of the user with respect to the plurality of sensors over time; and
(b) adjusting the use data to compensate for changes in sensor output when no postural shift occurs.
5. The method of claim 1 , wherein the seat comprises a chair having platform upon which rests a cushion and wherein the step of placing a sensor mat on a location of the seat that has fixed physical parameters comprises the step of placing the sensor mat between the platform and the cushion.
6. The method of claim 1 , wherein the seat comprises a wheelchair.