Abstract: The present invention is directed toward estimating certain operating parameters of an earth moving machine. Advantageously, the present invention utilizes a Kalman filter to estimate the pitch, pitch rate and ground speed of the earth moving machine as a function of the sensed pitch and ground speed signals. By estimating the pitch and ground speed, the present invention overcomes the prior problems of sensing signal noise and bias. The present invention overcomes these problems by combining pitch, pitch rate and ground speed, and determining an estimate of pitch and ground speed by using a sensor measurement model, machine process model and Kalman filter update equations.

Abstract: An extended horizon adaptive block predictive controller includes a block control system and an adaptive block prediction system. The subject adaptive block prediction system includes means and procedures for accomplishing a block of k output predictions, consisting of output predictions at each future time step up to the prediction horizon k, for dynamic systems with N outputs, M inputs and model parameter order n. The prediction system is organized for performing the calculation of a k-step ahead predictor in a highly computationally and memory efficient manner. The subject prediction system, in particular, avoids computation of a large number of the predictor parameters associated with the prior art Diophantine equation method, so that memory requirements and computational complexity are significantly reduced. The subject block control system in conjunction with an adaptive block prediction system includes means for accomplishing predictive controls of dynamic systems.

Abstract: Foot force sensor for measuring compressive force exerted by a foot. The foot force sensor is in the form of an insole made of layers of relatively thin, planar, flexible, resilient, dielectric material. Electrical contact means having first and second poles and electrical leads extending therefrom is interposed between the layers of the insole. An electrically resistive material is also interposed between the layers of the insole but displaced from the electrical contact means. An electrically conductive interconnecting means is connected between the electrical contact means and the electrically resistive material. The electrically conductive interconnecting means has a plurality of electrically isolated conductive paths laterally displaced from one another and extending through it.