Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A VLSI implementation of an adaptive controller performing gradient descent optimization of external performance metrics using parallel synchronous detection is presented. Real-time model-free gradient estimation is done by perturbation of the metrics' control parameters with narrow-band deterministic dithers resulting in fast adaptation and robust performance. A fully translinear design has been employed for the architecture, making the controller operation scalable within a very wide range of frequencies and control bandwidths, and, therefore customizable for a variety of systems and applications. Experimental results from a SiGe BiCMOS implementation areprovided demonstrating the broadband and high-speed performance of the controller.
['Dimitrios N. Loizos', 'Paul-Peter Sotiriadis', 'Gert Cauwenberghs']
I am writing a research paper on a idea High-speed, model-free adaptive control using parallel synchronous detection
[{"from": "human", "value": "I am writing a research paper on a idea High-speed, model-free adaptive control using parallel synchronous detection"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A VLSI implementation of an adaptive controller performing gradient descent optimization of external performance metrics using parallel synchronous detection is presented. Real-time model-free gradient estimation is done by perturbation of the metrics' control parameters with narrow-band deterministic dithers resulting in fast adaptation and robust performance. A fully translinear design has been employed for the architecture, making the controller operation scalable within a very wide range of frequencies and control bandwidths, and, therefore customizable for a variety of systems and applications. Experimental results from a SiGe BiCMOS implementation areprovided demonstrating the broadband and high-speed performance of the controller."}]