Advanced Concepts for Evolving Powered Prosthetic Technology
摘要
An assortment of prominent advanced concepts has been identified for facilitating the growth and opportunities of advanced powered prosthetic technology. Intuitively, the field of artificial intelligenceArtificial intelligence, such as spiking neural networksSpiking neural networks, is envisioned to have a transformative effect for the domain of robotics, for which powered prosthetic systems are an inclusive aspect of the technology area. An additional aspect considered is the subfield of software robotics that may further enhance the sophisticated representation of the ankle–foot complex. Flexible electronicsFlexible electronics are an inherent supporting technology for the prevalence of wearable devices, and this trend is anticipated to facilitate opportunities for powered prosthetics, such as wearable electromyogram (EMG) feedbackWearable electromyogram (EMG) feedback for functional semblance of afferentAfferent representation. The worldwide interest in the research, development, testing, and evaluation of batteriesBattery is forecasted to augment the opportunities provided by powered prosthetics. The incorporation of highly accelerated life testingHighly Accelerated Life Testing (HALT) (HALT) is noted as a strategy for improving the longevity of commercialized applications. In particular, as an extension to the concept of Network Centric TherapyNetwork Centric Therapy for advanced powered prosthetics wireless connectivity in a segmented context in conjunction with machine learningMachine learning is predicted to enable a semblance of neural plasticityNeural plasticity, for which progressive control algorithm upgrades can be recommended. These advanced concepts are envisioned to notably supplement the progression of powered prosthetic systems. Therefore, a perspective of these advanced concepts is warranted.