Real-time error detection in nonlinear control systems using machine learning assisted state-space encoding

S Banerjee, B Samynathan… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Successful deployment of autonomous systems in a wide range of societal applications
depends on error-free operation of the underlying signal processing and control functions …

Efficient cross-layer concurrent error detection in nonlinear control systems using mapped predictive check states

S Banerjee, A Chatterjee… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The rapid proliferation of sensor networks and robots in a wide range of societal applications
has focused renewed attention on error-free operation of their underlying signal processing …

A study on self-timed asynchronous subthreshold logic

N Lotze, M Ortmanns, Y Manoli - 2007 25th International …, 2007 - ieeexplore.ieee.org
This paper investigates self-timed asynchronous design techniques for subthreshold digital
circuits. In this voltage range extremely high voltage-dependent delay uncertainties arise …

Alera: Accelerated reinforcement learning driven adaptation to electro-mechanical degradation in nonlinear control systems using encoded state space error …

S Banerjee, A Chatterjee - ACM Transactions on Intelligent Systems and …, 2019 - dl.acm.org
The successful deployment of autonomous real-time systems is contingent on their ability to
recover from performance degradation of sensors, actuators, and other electro-mechanical …

Cross-layer control adaptation for autonomous system resilience

MI Momtaz, S Banerjee, S Pandey… - 2018 IEEE 24th …, 2018 - ieeexplore.ieee.org
The last decade has seen tremendous advances in the transformation of ubiquitous control,
computing and communication platforms that are anytime, anywhere. These platforms allow …

Real-time transient error and induced noise cancellation in linear analog filters using learning-assisted adaptive analog checksums

Á Gómez-Pau, S Banerjee… - 2014 IEEE 20th …, 2014 - ieeexplore.ieee.org
Analog circuits are sensitive to signal aggressions and power supply noise, crosstalk
coupling and alpha particle strikes can cause significant degradation of circuit's SNR. This …

Design of low cost fault tolerant analog circuits using real-time learned error compensation

S Banerjee, Á Gómez-Pau… - 2014 19th IEEE …, 2014 - ieeexplore.ieee.org
Analog checksum based fault tolerance for linear circuits has been proposed in the past but
remains a theoretical artifact due to the high cost and complexity of error compensation …

Error resilient real-time state variable systems for signal processing and control

S Banerjee, Á Gómez-Pau, A Chatterjee… - 2014 IEEE 23rd …, 2014 - ieeexplore.ieee.org
The advent of sensor networks, robots, autonomous vehicles and the smart grid have made
the dependability of circuits and systems that control them critical to society and national …

Design of efficient error resilience in signal processing and control systems: From algorithms to circuits

J Abraham, S Banerjee… - 2017 IEEE 23rd …, 2017 - ieeexplore.ieee.org
The proliferation of cyber physical systems in society, from the smart grid to sensor networks
and robots has raised the importance of error resilience in signal processing and control …

Real-time correction of dc servo motor and controller failures using analog checksums

S Banerjee, A Chatterjee… - 19th Annual International …, 2014 - ieeexplore.ieee.org
Recently optimal controller design for real-time systems has been a prominent research
focus for their application in intelligent autonomous systems. However, in the future it will be …