paper-with-me

홈 › Papers

Fault Tolerant Processing Unit Using Gamma Distribution Sliding Window For Autonomous Landing Guidance System

2023-05-02 · Hossam O. Ahmed

To keep up with today's dense metropolitan areas and their accompanying traffic problems, a growing number of towns are looking for more advanced and swift urban taxi drones. The safety parameters that must be taken into consideration may be the most important element in the widespread use of such technology. Most recent aviation mishaps have happened during the landing phase, making this a particularly important safety consideration for Vertical and/or Short Take-Off and Landing (V/STOL) drones. In this study, we focused on improving the fault tolerance of the processor architectures used by the predecessors of Autonomous Landing Guidance Assistance Systems (ALGAS), which in turn improves their decision-making capabilities. Furthermore, this is achieved by proposing a fault-tolerant processing architecture that depends on the Gamma Distribution Sliding Window Unit (GDSWU). This proposed GDSWU has been designed completely using VHDL, and the targeted FPFA was the Intel Cyclone V 5CGXFC9D6F27C7 chip. The GDSWU could operate at a maximum frequency of 369.96 MHz, as calculated by the synthesis results of the INTEL Quartus Prime program. The suggested GDSWU core only requires 20.36 mW for dynamic core and I/O power consumption.

📄 PDF Abstract BibTeX arXiv:2305.01771

Code (0)

등록된 구현이 없습니다.

Tasks

Decision Making

Similar Papers 제목 키워드 기반

Fault-Tolerant Performance Enhancement of DC-DC Converters with High-Speed Fault Clearing-unit based Redundant Power Switch Configurations

2021-11-01 · Tohid Rahimi, Hossein Khoun Jahan, Armin Abadifard, Mohsen Akbari 외

Fault detection and reconfiguration in fault-tolerant converters may complicated and necessitate using all-purpose microprocessors and high-speed sensors to guarantee the satisfactory performance of power converters. The…

Fault Detection

Fault tolerant controller design for a class of affine nonlinear systems based on adaptive virtual actuator

2020-03-30

An Adaptive Fault-tolerant Controller procedure for a class of the affine nonlinear system is developed in this paper. This methodology hides both the faults and external disturbances. Compare to the procedure that requi…

Fault Detection

Fault-Tolerant Neural Networks from Biological Error Correction Codes

2022-02-25 · Alexander Zlokapa, Andrew K. Tan, John M. Martyn, Ila R. Fiete 외

It has been an open question in deep learning if fault-tolerant computation is possible: can arbitrarily reliable computation be achieved using only unreliable neurons? In the grid cells of the mammalian cortex, analog e…

Open-Ended Question Answering

Towards Stochastic Fault-tolerant Control using Precision Learning and Active Inference

2021-09-13 · Mohamed Baioumy, Corrado Pezzato, Carlos Hernandez Corbato, Nick Hawes 외

This work presents a fault-tolerant control scheme for sensory faults in robotic manipulators based on active inference. In the majority of existing schemes, a binary decision of whether a sensor is healthy (functional) …

Winograd Convolution: A Perspective from Fault Tolerance

2022-02-17 · Xinghua Xue, Haitong Huang, Cheng Liu, Ying Wang 외

Winograd convolution is originally proposed to reduce the computing overhead by converting multiplication in neural network (NN) with addition via linear transformation. Other than the computing efficiency, we observe it…